{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import os\n",
    "from matplotlib import pyplot as plt\n",
    "from matplotlib import font_manager"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "font_path = 'SimHei.ttf'  # 替换为你自己的字体文件路径\n",
    "font_prop = font_manager.FontProperties(fname=font_path)\n",
    "plt.rcParams['font.family'] = font_prop.get_name()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 读取图片\n",
    "image = cv2.imread('hanzi1.jpg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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BgbWzbFZmuoFvs6byTCs5drGmY76ug0YmOg+t5DgPJhZERiUa5eh3PB4PwuEwJiYmUFZWBr/fj3PnzuHQoUO49dZbUV1d7ehLUVA6D+bL4OAgvvvd7yInJwdPPfUUgsGgFRFJWyYnJxEOhx2/RSIRvPHGG7h06RLKysqQl5dnBoP0++LFiw26cOtbW1BZ130mckNJbr9xGIN/0wZH97lGvVqWtLHUS0p0u7V883fuNzb6Oj7GfSWKjMtmueCxMN0Y0B7TbOiaYlJuioUFWQSJZzdYeDRpiM/PuTGsuXlGMRwOIx6PIysrC/X19WkLRm35iZJ0c0GkHfwe07UI7mzbxu/b6uI2azddOjcFxfX44IMP8M477+CLX/wili5divPnz+PAgQO44YYbrEhO6heLxXDhwgWzhi0ajZplJsDUZQ2/+tWvUFJSgmRyKnAsS0luvvlmVFVVAQB2796Nt956y+SdTCbNFfAejwff//730/jn9/vxX//rf0Vpaamj3VoZ2PipUY7mh1YwnM5mNLRsa56xnOnJIs6flYU2xLZ6aRQqikJ7BDZ3XcaIDa3JO1quORYocsWu/XSBds7DjffT0TUpKV2I/gOuztyxUnODr0w2gdH/a0sxNjaGWCyGYDCIwsJCczkA+9Gc/2yCjLp+NiG0pdNuhK1tbuXY3rEJ/mwsP8eGpiOPZ2o6+vjx4/D7/SgvLzfve73eNOso5PV6EY/HMT4+jmeeeQbxeNzhIkq5gUAAH330UZrMxONx1NXVobq6GolEAvPnz8fmzZuRkZGBQCBgytqzZw+Gh4dxzz33ICcnBz6fzyC5YDBo7vxzs9zMP53Gxks35cWIbLr+5b6UOBDzw801czOUrHAkX+4TIXaxJD3LPytJzlf+JI3UVSsr/s5l6fWOvMNkprF+rTRrJSXWjYljSvyMYxsaemotz53upkC0hYzH48ZFyMjIQDAYxMKFC5GRkZHW4TaYa/tNC6abEpK0bkLnptQ8Hg8mJiaQlZWVxguNVuQ3ETidtyabJdSzrDY6f/48urq6UFxcjI8++giJRAIXL15EPB7Hu+++i8OHDyMejxtF5Pf78ZnPfAZZWVmm/fX19bjttttMXUWQMzIy4Pf7HQsCjxw5gldeecWxq2DhwoVoa2vD4OAgACASiSCZTCIUCiEej+Ps2bMmT1k3t337dgdK16iX5YeNpJYp3a8z0WwMra4Dyy8HpyU9r++zyaPwTuJwHNvjBZssS1pJye+iaERxAe5bioTcUCrX2RbjtaFOXc5s+X5Nxwdr14ED5YyaBNYLQzTSApBmYbSiE+KAYio1NbsRiURMR/n9flRVVaGiosIoMK/XaxaH2gRruo7QroVmpg36u5EuLxgMWvnIeWuB1d9n6/oJanSrXyKRwNtvvw2Px4PBwUH8+te/BnB1WvvMmTPmXVE2gUDAEXtMJBIoKChAfX09+vv7Tb8nEgmMj4+b/ojFYmhqakJ+fr5joIgMtLS0oL293THAI5EIACAcDpt9n4KkOBblhorkuShXbQh0PzLpNDaU7CYjNsOj08rndMsn3NC8PHfrW0ZN/I786fipKEqt6OXZTLKm+WFD35IvI63ZKijgGpTU5ORkWuNFcQgxitINcRuYtudaoUiekUjEob19Ph8KCwuxcOFCY2lEebkhKobuYl1syonfkTrwwJ+O0TaB1WXO5H5w+TYh1+/ygJouDiV09OhRXL58GStWrMCGDRsM795++22cPn0ajzzyCCoqKoxSEEWVl5cHn8+HzMxM3HnnnaiqqsKxY8fw3HPPOfjLrnUymcTmzZtx9913o6qqCnV1dQCmFOXExAR27NjhQN4ejwfPPvssurq6cOedd5q1b7FYDKnU1Axif38/ysvLZ+wP5rtOp5WPm5HQ/ar7yC29dqfc0JKNplPCumwpi3nB5drQHdcPcG7in659+jcNUrhdPL6Ajxc0Bz7GYk4mXSmxsnrgu72r/VdNPp8P8XgckUjEBOcYQWVlZWH58uVmbZT8rjvHRlqz2wSdg4O2dst3PRD4NzcFqOtiEwS3AeAmMLPpfK936kr0F198Ebm5ubj33ntNPAoADhw4AK/Xi+rqalRWVjr4IO8DQGZmJrZt2wafz4eOjg586lOfMkjH6/VifHwce/bsQSgUwuLFi7Fjxw7k5eUhPz/flHX+/Hn88Ic/BHA1likksvTMM884lJ3Qpk2b8LnPfc78b0M4NvRs60sdb+IBb+tfN/RmIzfZ0S6pW124HFYibmhN8tDlcVtY3nmcMH+F/zq2afMsdOzKNha0DphpTDBd820xzAxdsMyacVrdmTzVqYm1LisnAFYFtXLlSpSXl6dBWJvlYuHQ0NomzLrNzFQtHLZO4bw0onMr16aEdF25fJ2fG981qsnOzsaGDRtQUlKCqqqqtEkOjiPKZywWc7hZgrxSqZRRaKJkLly4gA8++AChUAhbtmzB1q1bkZOTk2bRCwsLccMNNxjFFo1Gcfr0afT19aGsrAyjo6MoKirCrbfeauKNAwMDyMvLw6JFixyoWEi7KIK6pW42Hmqkym3U/TmdwdKGziYvWh6126ZlwA316bijrh+XZ0NWbvLORpljzjrsogGGTZkL77ltMy1RsNGslRSjJGmAfMraJ9syfdsgkvU7zFSGgizM+qSDQCCAYDCIpqYm1NTUONIyY2xM0kIyE4KRdDqNzSqzoGgXxObXzyZPzovfsyni6TpeGwSfz4c777wTra2t+MUvfmHeTSQSaGlpAQC88sor8Hq9mJycNHnccccdaGxsNPWZnJw0SxBk+UEsFsM///M/Y2hoCJ/85CexePFi9Pb2OpamVFVVoaioCFVVVXjwwQcRj8cxMDCAN954A8PDw2hoaMCjjz6K119/HcePH0d1dTUWLlyIM2fO4JVXXkFRURHWrVtn5ZWNz9qg2IzGdCj1WgwCl8EKkwcyl62NlK0/dd9Oh7Bts4k8JiQ9B/F5zHIwXnsR2qja+KjL1UrTjcfT0cdazJlKpYxiSqVSjhMK9LlTM7l0UmmtbHiGgmeJsrOzHQpKmKLfY0GR33V7tFUR4jrrQJ/uBCGxELa4gK1c/m6zhPp9LRC259MNNBu1tbXh3XffdQROZc1Na2uraYsgKBbglpYW/PCHPzRroICrhiwSicDr9eLVV1/Fzp0702ThwQcfxG233YZkMomBgQEcPHgQ7733HsbGxtDY2IjPfvazKCsrw/bt23HixAm88MILWLlyJd58800UFBRg27ZtyMjISOMr94PIhg3x2xCUG4KZSWnYFMV0g9HW11yO8EjLkU25ihFn9KvlS4MB3uTPedmON5I+0xuTtazrLTW6LbYYMRuGmeiajmqxLTWQRkrBrFFt0FuTDi7yGg5WOqKgli5dipqamrS1HhyL4vzEIrjRdCiK2zTTwJ+O4TYraquDHhD8aYtVzGRhOU9dT6/Xi+uvvx719fUOIXrhhRdw+fJlfPGLX0RhYaHjiJHs7GwjnH6/36xSl3clwH7s2DF4PB7cdNNNZimCpMnKysLixYuRSCTw1ltv4Z133kEoFDJroaqrq1FWVgav14sFCxbg1ltvxRtvvIG2tjYsX74c9957L0pKShzGSe9zY1648VvzkuWF+4RRhg11a4Wo+82NpkPMel3WdIZPey7yux4HWnHZ2mWb3LEtZ9Dj2hZsZ37qibR/NSSlNa+GibpwYYTNInGjJQ9WRhpZ+Xw+ZGdnY8mSJaitrbUOOv7fzQ1gGMtan+tuE0T5Xae3IZeZFJqND/Jc84uFxlZPW12v5f+cnByzv07qnZGRgXg8jsLCQuTn5zuUGvdJZWUlvvzlL5u6CCUSCZw/fx4AcP/99zvax+V7PB7U1taitLQUd9xxB7Kzs/GTn/zEDMjJyUn09/fjuuuuQ1tbGy5cuGDy4CUFem2d5qOtL1gh8GByQ03TGSod/nDjO+fnJr/TIS/9XZNWZrY/zocVjQ7Ia6XmVq4N7bm1RfN5pvYwXVPgXA9GIH1Bpq0RnJ7zYMWkV85Ko2Tae9myZZg3b56jXG0RbMwS4nraAq4zKT5O56asOD13ihuatFllzlO3y60ubtbdTeEyVNek16ixldV151kwzRuZ6dNtEUokEli2bBkaGxsRCARw7NgxAMDw8DB27tyJ5uZm9PT0YO3atXjiiSfw05/+FCdOnEB7ezu2bNmCFStWoLy83PBDDxhbm5mXbLz4t+nWBrnJCy/FsSk5nV67ZG4yNFMdgKtjKBaLOTwQRkZaITMxH2xy5jamZGyyEbUpQ85fo6/ZIqprOj7Y9kwLLjeG4adbPjbkJM+8Xi/y8/ONQOr32BJw3m6N14FM+dQdMZ1F0MLI/9sE1C1oLvVxs0Ra0dnycBM6W9uYEokEQqGQY6ZGFuaGQiEAU/GqsbExs9pcYpCFhYVoaGiAx3P1kDSPZ2o1fSwWQygUQiKRMAtXpU68pYM/JaZy8OBBAMCJEydw9uxZFBcX46abbsL69euRn5+PL3zhC3jvvfewd+9evPbaa+ju7sZjjz2Wxg/NCxsx6nDjtR7ctn7WCMzWh1wP7XnYUNV0eemBzfUIBAJpSIqX0GjUxEZHG2+um+YD4NzsbKunfs+2jOda6JqXIGhGC9kUhJtC0r+xkuEYU1FREZqamsxGUknrppTctLkb6fS292dCKbbOcvtdE5ellZGbpbUNJrf6AXY0e+7cOfzoRz+Cx+M8KUFm6jwej1m/pNcorVixAk899VTaAHz11Vdx4MABeDweRKNRLFq0KG1KmtPrNsViMZSUlGDZsmVYtWoVFixYgNzcXKNAMzIysG3bNtx4441obm7GihUr0nitB8d0fJFnnF7HaGzoy8390splNulsdZyuzm4GixEToyhGMPK/VlA80z5dmzWQcOtT/tRGmvlyLUpr1kqKC9N+uBs8FrJZOJtGF2b6fD6UlZVh6dKlKCgoML9pS8F5c+fY3CuepdC/cf1sU/5u1mW6ATHd//xMC5cNVutPLpcVwWzK9Hg8yM3NxYIFC4yrIMFx2foiG32Fn7K51+/3Y968eVaXY926dRgaGkJmZiYqKiqwcePGND5q5cptf/jhh+H1elFUVGSe8domUfhZWVm46aabrMjCbQkCl898lWciW25uGCMN3S/6O+c9HXH7db7ToXXmh84HcC4SZXdbZmZty1G08nAzipIfK3Mbz7gtvFeRx68Ot0xHntQsU27atMlRuFRKN8T2m420m+fxeMwgqampweLFi43LoJWLntmTZ1I+x7e48+TZdPEV6QyNavSA4xM+tcWQNDy4ZhJqG9kGDBsIN2HVnzp/r3dq/ZO+wILbKoNycnLScVid7XosGQTcJ8w/2Zyu35NBw+/ooDfXRfbzSb1t/aPbPR3S1eltMusmD25kG05shGazJIfll5WHNux60kDnoeXApqS0Z6S9HT6GRcrUsSUbSHHbGM+fyWQSN954o5UHTP/imJTtU3/X0NOGhLzeqSUGCxcuRF1dnWEML07TloQtoRuiENLMtClUt7Qa5bjlYyPb7zZlIs+lHRq9aZ5qBSXPWGHo87zku8SXWOnYBFXcA9mszeudIpEIMjMzHQPEhmS4XexWyto3G7px44sMNDmdU8rUSsX2XZeh+emWj1udhE8aTfA7tme2crl98swWVtEGiQ2r9kr0WNBIkMufqQxdb200tcLUfJN3JK02dDPRv0hJCdkK1JXWbh2Tz+dDSUkJFi9ejLKyMkc6GwrQlpbLY5oJzem0Xq83bU0H56O/T5dOC/RM9eCOtwkYv88dbytfBIHPeWLh8Ximlhq4ufC8MFDyFeQieQqa4QEi77sdo+LxTLmWvPjXpsRtykLqw8fBAO4Wm/NyMyTToSObUuJ0PDB1Wbb66P7l920KTPMNgMP9FWPD79jkfTayzzwU9CQKkJfrcNluRlLXjRU5G19+bya65sC5FGwjZggL0nQIKyMjA9XV1aivr0dhYaGjEzVysgngdB2iyxKSQWhbLzUdTSfsMwmDbRC4/c7tno2i1WhLVpBPTk46DpITYpTGUJ5RFSuryclJxGIxI8wZGRkOwbZZfVZezF+erhf0ovlnU/aCDDWq1Tx0Uy76+XRp5HedRqMCW77MC42AbehKr+HT6WyypeXVpuy02z2dLGkFxXnyLgOtmCRPdiNtCIzL1OuzZkPXHDh3s1S6Mra0Or+8vDzU1dWhrq7ObHPQcQobCpjJwtmIB4zkyQMAsCMTWxBeK7/pBhmn14NAkxsSmy0i1ANGC5pWyDKbJzEnRj4ypQ3A3Moirt9MEyb6BhM5ZkW3gWMsQhxr47PHpkON+pl2w2x8tD3ThpHzYOI+n67ftVKzKRabWy/ESsxNgbEcMz90zJLf4Ty0gRF3mkmMF8sOB9zZ8HD7tLxNx6vp6DcWk5oNmgCunmZQWlqKhQsXorS01MEwSaPLnA41aRfQBiulw/Uyf51GC5PNMtkElNO65c+fOp3bgNI+P9dV18MGpRlqMw8kPZ8jJO3nqWquJ/NArhXzeDxp++gkjQTdpVybC6DbJBSNRhGPx83kiU7v9U4djOfxeJCZmTmt0Gt+sbXnvnBDHVox2FCZrSydtzZSboFvrptNJrQy5me63azEbONTK0u3GKUuw8ZDXa5bXNXGo+nomt093WCbUtDEDA8Gg6iurjbrYMRi6oA6l6c/bUhldHQUOTk5VphrUxbTMUmjNRZQ/l+eacZPtzaK35lupscWPGWlZLOsejAIipGN4LquEnzWxIqKecLBb/nfNmMkSoxvl5HD/0VZcThAt0XqK64qK1pWVlrZSdv0JSE23rsZGPnOfaT5bMtrpr50+42fuRkiaatGJpqSyaTjOB23ds00VllxaTnQRkzzRbv4ehx+HDR1TUjKbeBNNyCFuYFAAMXFxWhoaEBpaanD+upZHs5zulk9eZZMJs16Kr2WajoLI9/d2ujmV/N3W33crDLny586hsH1nCkvzQc9CG3KUwyDdq25LvKu/DHi0hZ8ugGvYzSBQMBxeqpWqqlUygTXJVjvVpa4kZr3rDRsg9oNWdnQqQ0FyQSLPl9ck5us6rqyItIKTSM4zlu3U8uHTXZt9RTZANKvKeOy2X3X5cn/Ng/GDQlOpzeYPpa7N5vMpbJ+vx8FBQWorq5GVVUVsrOzjSbmtS46b91R/GeLE7kpJxYs7afrutrcRqnDTKTLsw2QmQaE22DS9dH8sfGJiVGLjj3Zgt5MgmxEsfC0t16/xoIq7WQ3jxUecDWIbrsFhRWUHozcXzrWpvttOrTjpsRsz90mH/Q7mh88uJn/2uDaFAzX26ZYdVrN4+lkho9skeesfOQ39nC4/yUfzQNdd63w3Xg1HX2s2T0bacUhG4NrampQXV2NzMxMh3YGnAPbBh210rGhCt2ZnI9NUTHpAe4mCFwHN6Si2zMd4pnO2rkJui0vG/FvblZe+icSiVjjSdwuWcogpyUw/I9Go65nyqdSV1c58yDlNvPanpmEVvpXTn8VV9DmNnJ+EoNz47mtzZzGNsi5DDdjofkubRUUxmlYAes2c1nsus+E8jn2aDPk2uUGYHWTdRs0cd1ssuqmVGcyjky/ESXFQijHqlRUVKC6uhrFxcWmktq1YKuoNa4N9bBV0laRA3XyTPKSAaNRGHe2rodNYboNeF0ep+dnmmyDZSZh5Xdnqh8facLvyCDXV6rbrLMoGb7S3Ov1Oq5YsrVPZolsv9sW6EqZGo3xb16v18S6bHy0tWM2S2H0M5sS4PrpZ7Zyuc80unOrg5Z3fqZ5aZMdVhY2oyvfRUEwiuI8uQ+Aq2hbAwKuI7/rNuPohrBmon+RktLoSQ5Cq66uRkVFhRFkqaxt1s4mDJJGoxbbd+4IG8phBeSWh1YsNgbarJ4t/UyKiX9zUzpueWlkZFPgGv1xkFtbRY2i2JiwUpJBIsqBF2RybI+D6LJUgS06E6Mo3UY3BSLIiQeijqfZQgHym01JaWOmn3P7bNP6MyFALlvHnLQCc2u3dpdtXgcjR50/P9PHC7shHeaDjqPx/7w8wa09uk4iF/+qSkpPTYtrV1lZiaqqKnN7ix7M/I4WCpsFEWIGzsaauOWp02glZeso3YG67ZLWpqzclI4bImNFKMhQKyYunwe6tmy2Tzc+6XpwO0QpeDxXA6asDFhg2doCcBwfInVnd9E2yNng6P95MafENHn1upth0fyVeutnNmK0ofvDJi9uSm+6PtHvaQWhkb4tX6305X0mPibajbQS1sT9xwaDZVa3SxtZ+T7dLKOj3rNKRaTdouzsbFRWVqK6uhp5eXnWYLiuKHe6m1VyExwb+rApETfSHe6GRmxCZIO7Oj/OazrrwvW1TeG7zaK5KTpOK9sa+CRSwH7ZhfzPdXNznXnPlZuw6zrpYOt06W0KS3/nuur2aCTF+drkhsmGtDRa1vnbjMh0xlbyYp4wytJ1FrK5rFr+eOZNr7/SCm46A8XExzJzuWIcGM1qpGRTopLnTDKh6ZpWnHOHyXlPNTU1mDdvnnEdbJCZG6o7ntNxWnnu5qoxA/g3N1gvxIFUmwXTiEgPBob9kh+jCLcgspuS0gOT40S2usn/nCcTCw0rNF22ng3VdXLjoXbfbMIm8SjbHjvt8sv7vN+P62eTDVYWvJpd1mJJvjrmwmVyGZy3bcEpK+doNOqoFwfz+Zm8J6Svn+ILSyTWJvUVfvJt0fpPymBUI2kFMXk8Vw8blFug5RmfOy/9lZWVBQBp70tckvdvcp/Jc+4zvXyE+0EUqU1+bfSxliAEAgGUlpaiuroa5eXlyMzMdFRSIwublbFNbeordjiNm/sl5KYENNkCsuyna+vMsRmbuwBc3XbihlRsvOSYgOTHSzNsEwc2RS/15nIlfx6kbhZ+JhdB+oEVEQ8+hv/yvswIsjLlG4p5cHG9teGKxWJGCciAjcViZm2U8DwSiZh6ykmiUiaXJ3/Mc+GF3vTMysDrnVrdHggEzMZsrRx4wGvkkpGRYdoms5IyyOU93hY2Pj6O8fFxlJeXOzZU87lferJKn3gh9RbjwHVmGQmHw2hpaUFNTQ3C4bCReU4v+zazsrIMr4VnsmWqqKjIHKVTWFiI8fFxlJaWIhaLmb2eHo/H6IproWs+4zwnJwdlZWWYN28eioqKkJmZ6WCIMGq6gLiGtyygGolo5eOGIjSK0oNPE+9Xk/TyyZZa8rVBWC5TBoQQ58sKTqMA4OrtvTLAeDqXBwvgPKVAytTXiMkAF0guz3igcvyI4wqSbywWM3fusaLhMmyoLZmcOoI4Pz8/DbkwctODjOWHEQAbK74h2ev1oq+vDz6fD1VVVeY3QQmSRp+aIHlp+RDEYHNhfD4fTp06hfLycnOuukaELK/a/dNKXqM3RiBerxe9vb0YHh7GwoULHXXRMT+WNQ7KS1rbWinhgfTJxMQE4vE4lixZkjaDK+/pXQVcB9usOQAUFBQgIyMDkUgEPp/P3NFoW7g9E81aScnSgqqqKlRWViIvL8+6Yln7wLpDdAVtaEkrKo7PMEpgqygDUy6pTCaTZqDF43GzFywWizkGpBAPVrEScoqAQHyZttduAQDH5ahcR1Z6rLCEpG45OTkO/mkLzTz1+XzGtREIr6f15R0ZfOFwGP39/Vi4cKF5XywbK2i97ki7bLyVhtNLuYlEAnv27MHWrVvTZgDZSnP/aoPG9dfoi+VHLjJtaGiAJreB4BYH0UjD9qmNC+epUSCjJf7dTdlolM7GT+rArqIeV5wPEytNW7yOjaOuA9dLKykd7xJjwEYlmUyam6cDgQDC4bApc6bYMdOslVRRUREqKytRUVGB3Nxcx2+sRJLJJMLhsFES0iiO3bAroN0AyU9gPTOG4X8sFks77F8UQUZGhrnpWJRrYWGh2ZLh9/uRmZnp8Le1Yh0bG8P58+exevVqA3cZCc3k0toUN3eqPB8eHkZLSwuuu+46hyDbBhnzkNtsS6sR6MjICC5fvoxly5Y53CupE9dLCygrVnYtub7ym02ZCM9sMRpZoMj9qFE0/6YVPC8S5t9t7+o8bAaT2y1pRWb1Knj+sw1mmwvGaaUOPH6kXW680DzX7RXlyCic+1DXV5Mb33QZXAcbYtPfvV4vxsbGkJWV5ajbbGjWSmr+/PkoLi52KAZbAHJgYABHjhxBeXm5A3JLg8W6i5+ug3mSjvd4yTvyPRwOo7u7G0uXLnVYCC18to6wIQ69lwwAgsGgCTbqm05snasHAddFDx4tpFrQ3NrhNhC1VWLBtNXRVp4NYWjFq3+zWV5bffTvkkYGP6fnY2V0XE7SsVvCs8k2FOGm8KRO2q3XBoLryYF5rexsyIbHhUaK/Ewrglgs5jgSRyt9Vmi6jwT9urmGWikKimJ+aAVqk2eph8dzNTbFxlj4w0hLr5t0Q7uaZq2kSktLDdS3CaFUKB6PY/78+WhqanJUUrty/MyGHtjKcz56SwEzUFtxm9WQvDT81XlqpeCmOKYbGFyeVky6XP2+bRDMJJzSN9oya6RkU5AzkS2tdsG5vdPxQwedOT/55IGuFYP8xjE3zTvmiVu93FwOmyGwua66j4T3OiiuJx/0M90fyeTVI5u5DI2SNDrV575rYqQrNDExYRQbG1CtsDXv9bgGnEsWmC+MRGUm8Vpkb9aOITPAZhWF2OLYfHG2gpr0c80QFgTuRC3I/MnvabTEv9uUpbRTu1TsomrlwW3herDQ2qw1P0+lUmlBTG6HjWdcZ1twWMfvNI+Zz5q0IZgujVaQmt9aYckztrxadvQn5zOdsI+Pj1ufA1NLCSYmJhx52IyH9gQAOBSFja8Sjrhw4QLa29vTFJsNEfM4kTGk26pRDnBVrtra2nD27FmTl5thtSFmURxShjbOUi8pa3BwEG1tbZicnDQKmWOuXCYfEyR/ei/lTDRrJTUdNOMBlkymn2nDaWyM5k8eYDruA1ztKH1Gt35foycORtraosvWCoqVhygQLl+jM5sykU+tWESoRYlLXeXkTD11bBtMLERuA5fz0ULMCobbJPXSqMT2yWXMhniwx2IxnDp1ytFXGlWKfAlxLEvaIfXx+Xw4ePAgIpGIQ5akn3bv3o3jx487XCNWPLo9qVTKrC3SiyuZD52dnTh16hSSySRaWlrMtDyn0ahWG0W5jViPC73WKpVKobm5Gfv370dpaSnGxsYcPNJyIGXzWORV47b4rFBvby96e3sxPj6ORCKBnp4eI58yHpgYeUp+w8PDrsZyOpq1ktJKR4iZLJ0sVkAjEI796HiV5KUrr31ceWaDpLrxDEPD4bDDPdCDyWYxtKAIXOV1H/yu1+tFf3+/QwGwkOu2SVt0HXjhHSsOyau/vx/t7e1pg5jLdKsDI0BdLscPZPDu37/ftF8jXRvyZYWn+1UoHo9jaGgIkUgEvb29ZslDPB5HKBRyzUe7RsI/rUSFJicn8cYbb+DYsWNobW3F5OQkmpubMTo6iv7+fvT09MxqpknaqY+U4T6Vup06dQrnz5/Hrl27sGnTJnR1dTmu9BJ5tqF55rNWNvI+9/n4+DiOHj0Kv9+PoaEhs2SEjZkOl+ixxMsCZKZZ7xUcGxvD4cOHcfz4cZw+fRrt7e1YvXo1zpw545BN6QfbUdGpVAoFBQVpccDZ0KyVFHckW2ypgNB01w0BwODgoGFCLBZDf39/mpLTeWqLoAVVSLsJouXj8Tj27dvnWMFr2/TKJFZTC7AMYFF4YiljsRjC4TAOHz6MQCCA8fFxDA8Pp0FbPdj1b3qSQdJ4vVPrgi5duoRgMIiurq5p4yO6HB2XsrlOImiHDh1COBzGmTNnkJubm7bsgOuk+4TL1+9IHd555x0cOHAAP/3pT3Hq1Cns3r0b+/btw5IlS8wtyJyn5pd814toddsTiQQ2bdqEjo4OtLa2Ih6Po6urC8eOHcPtt9+OkpISdHV1WXmiSbtANpcqmUxi6dKlZkYYgEFyjIi5PDfFr929aDSK06dPmyOTganJncrKSpw7d878L+ml/dpAyXchDs/YjIPH40F/fz/mz5+P5cuXO07P0ApeT2Cx9+L1es1x0jYlPR3NfrECVcRmTaRBEulntAMA4XAYiUQCXV1d6O/vN5D2xIkTGB0dRSKRQF9fHyYmJpBMJtHV1YWRkRHTWC7PVr4eJFLm7t278dZbb6G8vBx5eXlWd09bHDe3UDomkUjgwIEDiEQieOmllxCLxbB371588MEHSKVSuHjxIl588UV88MEHuHDhgqPzOTbGf9oqi7KVekUiEezbtw8dHR04fvw4xsbGHFPi07ksbv2leSv9G41G8eKLL6KiosIR15kOSXP92SWWMnSQ+I477kBNTQ1uv/12AFf3G05OTlr5zuVLmXwYH7dH2h8IBFBYWOiYTBD3tbi4GNnZ2cbISL7cDlZK021RYYpGoyadGC5WcNo1srlXvNxBqLe3F+Xl5cjNzTVyMTIyguLiYhQXF2NoaMixPUUbEU3CI714WK9m93g8KCoqQk9PD86cOQOfb+ocsr6+PseGZb2YWaMo5icH+2dD17TiXLtvNuitUYrH48HIyAj27duHvLw85Obm4uTJk/D5fCgvL0cgEMDOnTvNgryJiQmUlZUhEomgra0NDz30UJqPLa4BEwuyMCUvLw+NjY0YHh42QT5Oo9vEStVmVRn2FxUV4eLFi8jJycG5c+eQlZWFM2fOoKGhAWfPnkVZWRm2bNmCkydPOhQ75yuCxAtTtbDITMj4+DiqqqrQ1NSEkydPOlaDa8TB9bbNLGmLql3KkpISHDp0CDk5OdNCctvUuEZszGN5LltD+OiXWCyGUCiEUCiU1qfTTUzwDcyax7ykpbS0FHv27EF3dzc2bNiAN998E9FoFMuXL0/jm1tZ0i/aZWIUkpeXh+PHj2Pp0qV47733kJ2dndbfbssDpB4S0BdKJBKoqqpK24lQXFyMrq4uLFiwADU1NWahskbJemxwn0h/2EIXosSCwSBKS0vR2dmJrKws+P1+dHR0oL6+Po1fIhOiaBldyZo2buts6Jq3xdjcBBYS25nTIiz5+flIpVLYvHkzPvroI/T392P79u146aWXEAgEcN111+HDDz/E2NgYbrvtNuzatctRznQISne6x+NBLBbD6dOnsXXrVhw4cMCx2pnftb3PcQ5RGLLyHADq6+vx85//HPfeey9efPFF3HPPPejt7cWiRYswOjqKvr4+68DR9dfunQ7eC2+zsrIwODiI9vZ2E7DkfDVvGOHY2uk2MBOJBC5evIg77rgDx48fT9trpVEA9wPDe91mdg2qq6vh8XhQVVUFAAbl7t+/H3V1ddZBrK0xk0Zzkn7t2rXw+XzYuHEjcnJyUFhYiI0bNyIvLw8lJSUIBoNmzxzzSisP2zIIGw8AoKKiArfffjt8Ph8aGxsdyl+757oNtv9ZsfG575JmxYoVjlXpuo5cLqMrmZWLx+Np65c0JRIJdHR0AACqqqrS1kq6ISPNU93u37iS0p3B6IlJ3DiuSDQaxYoVK3Dy5EmUlZWZKc9gMIgrV65geHjY7InyeKYWch48eBA9PT2GCez6CJrRVkLKk++hUAj9/f04cOAAysrKHIzjP1tA1k1piZDk5OTg+uuvR2lpKZYtW4by8nIsWrQIZ86cwbp168yC1eLi4mkVBRN3ItdLrNCSJUvQ0dGBYDCIuro6V8ss7WKXm5UlW0vmiUxk3HrrrcjIyEA0GnWgEd3/rIT1oNIuGLd9yZIlSKVSaGpqQjKZxJIlSwAAlZWVDqHn+ukJFJtS0nzOy8tDKpUyW47mzZtn+FpcXJzWFzalLvXQg42fM0lb2T1kN4djlNI3ejDLDDnLhDzn1ehuEwY2vjOfWFFFo1EEg8E0V41DHsFgENu2bbOWqd1X5h2fluA2rmZDH/vePTcIyQoEmEIKxcXF6O3txbp165CRkQG/34/FixejoKAAFy9exMaNG822lWXLlmFoaAihUAjFxcVpa0psaE4PQHleVFSExx57LG12TLdLu7H6NxEMga+CGNatW4dEIoGNGzcilUph5cqVaGpqgs83dW18KpXCggUL0qyo7uTp+Muf9fX1qKmpQUtLi1FSbghK8tbts7kpQsJr2Q0gKEPPMjF/tNIXOXDLX0jiTzJjausbjQL4U76LzDFS0yhC9nTm5OQ43GpWAKxMeAU180zvo2NFLAMyEAigt7cXGRkZZjaLUaZG59Ju+dSxO/EIeL8er3xnz0WUmxgJXs/H/cfjU86p521KzD/uz7Nnz+KDDz7A5s2b0djYmDbubcSyp29Hni39i44PtrlNwigeDD6fDytWrHCkq6ysBACsXLkSwNXOKS4uRjweR09Pj/lNlwEgLbBos6TyPzNbCzmAtA5yg6Ximsmg0qt9xdLpwcvfdXyKifPkAeLz+TAxMYHs7GxkZGRg8eLFae9L/nq/mJRtC2pq1GbbOCsCyudD2ZCA8Jd5MhPyfvbZZzE2NoYnn3wSubm50wovl6kVCw9SnkUSOnXqFHbu3Im7774ba9asweTkZJph4skMAMYN0gNWYi26f/n3n//85+jp6cETTzyB+fPnpyFJGSO6/2U7jLTThvI12hYFw7FHDqCzkvR4POZoFeGPKGTbuOF+A6bc8rGxMRw9ehSLFi1yRVD8jMcW5z0dAtT0sRZzcuxEfuPf3ZQXW5NkMpk2cyT5VlZWYsuWLcZF47x4sDsaYpk1YxocHMSFCxcQDodNx0psR9aG6ECwWE/dafInvx0+fBi//OUvzVSwnMTA+Uodk8mksYyaR1KmBJWlrfF4HP/wD/+APXv2mPxkloqn96U8HSPgQa3Lkvyj0agJvEp/TU5OorW1Fb/85S/xq1/9CgMDA456yzS79CvzUPe3HuwAsHTpUrNyWTZ+a9KKkJEHK3R+l2eXfT4fFi5ciFAohAsXLrgOLKkrk45FiRGTEy/05I1QY2MjxsbGEAwGHQhM896tfYIKua7sMnE8kj+BKWTU19eH1tZWE4DnsqSP+UQQ+U0bNp1/ZmYm4vE4Fi1aZEWTtmUuNl2heT8TzRpJaQG3wWSpqAgJN0JbgFQqhX/8x39ESUkJHnjgAUdDAfthajakpBsughWPx81G5Pb2dly8eBGXL19GbW0tvv71ryMYDKYdsxuPxx0njPIpDG51i8fjaGhowPvvv4/33nsPTzzxhIm5yO+8U1+C72x9dd7cpkAggM7OTnR3dyMej6OzsxMXLlzAmTNnkEgk8Nhjj6GwsNARQ9AWXiMkVvTSxu7ubgwPD2N4eBjhcBh9fX0Ih8OIxWIYHx9Hd3c3rly5gt///d939KmgRz63iZW7Rndcl6qqKuTk5Bg3TPKV/BhxyMDlQWCTBa0UE4mp67h8Ph9qa2sNP86ePYvq6mpzooc+J0vLnh58LO+shJLJJHJychAMBlFYWJiG8rgMbgcrHlbEYgz56CCRo/HxcYyMjJiFqalUCuPj45iYmEBfXx/y8/PxqU99yoQGRG7ZzRR55NiSdkP1uJo3b14awpO+0X3MrvL4+DjKysr+77l7GrFIRaWR2mLxwBHNWlVVhaNHj2JiYsLM/AnDtIbmwcsDkknKHB4exnPPPYdkcmpx3dq1a1FcXIzBwUFs2bIFwWAQXq/XQGvpQF60KMIsyIRhslhVWdCZn5+PL3/5yzh27Biqq6sRCAQwNjYGr9drZkKk88QtZOQj//NAkTZGo1Hs3LkTubm5OH36NE6ePImioiIsXboUS5YsQVFRkVEUIkRiKHgjpzYYQiJQIyMjePPNN5GTk4OlS5fi1ltvRXl5OTIyMtDd3Y2/+Iu/QENDg2NtFsc9WJAlX26HuBqi/IUfMnvY39+Py5cvIxKJYO3atcjIyDCDSrsk0h69D1T+Z7edqaioCB7P1N6zZ599FvPmzcMXvvAFx605rOzE2Or9Z8JTid3xu1JmQUGBOY6Xl5OwXHEsTsrjs51YJlpaWvDcc8+hqqoKJSUl8Pl8OH78OO69917k5+fjww8/xBe+8AUUFhYCAH75y1/ixIkTxjBLv+uFm2wIhKcce2W3MxKJGMXb09ODiYkJjIyMYGRkBDk5OVixYoWZrJD+4PErnot202eia0JSbkFMLpCRgvwmpJ/l5OQgIyPDdKYoMO54Vny2uIomj8eD4uJifP7zn0dGRgZycnIwPDyMU6dO4fHHH8f8+fPTLLDky1Or+gTBRCKRdjW8KAFxXYuKirB//360trais7MT+fn5ePTRR1FTU2PlAQu+lMEDwePxYNeuXfD7/fjGN75hhEzWfVVUVLi6PGwQmI9ssaVPU6mpmbbGxkZ4PB5z24+4HllZWcjIyMCNN96Y5iKJUtD9ptd+iSKWfuzr68PZs2fR29uLv/mbv0E4HEZubi5qa2uxYsUKx2Wk8mk7VI1RLctIf38/CgoKkJmZaYxBUVERwuEwnn32WWRnZ2Pjxo2GLxptSlk2L0HqwAqLt1JJbCkajWJgYAADAwOoqalBYWGhY8mJjhdJubZ4VX19PXw+H9asWYONGzdiaGgIH330ESoqKgBMoU9ZkyVLCjIyMrBmzRpH//MYk7CB/C5tjkQiGBsbQzgcxuDgICYnJzE0NIT+/n6Ew2G8//77GB8fR2ZmJgKBAEZHR81e2htvvNEhe+zys9tnMyJudM2ze9w5mrgzWZFp10/ez87ORnZ2tmO6VXcY58ukY1KaZNq5ubkZR48exR133IGqqiqH5WdXT7uTDItFYcj/oVAI58+fx+joqHGR2tvb0d3djaamJqxduxZbtmxBYWGhY2kFDyYd65L28wFihw4dwuDgIB544AF0d3fj8uXLaGlpwdDQEDZs2ICGhgbrZmeNNnVfyAWbXL7sb/z+97+PZcuW4d5773X0q9/vN8spOD/JUyYMbFPvkn50dBS7d+9Ge3s7+vr6MDAwgOzsbGzevBlNTU0oKChI2/ALwGzF4PpIG7URE2V26NAh9Pb24tFHHzXxu1gshldffRXLli3DjTfe6AjWCx9EFsXlFOJzyFguZOCFQiFEIhGMjo6ipaUFvb29+Pa3v41UampR8c0332xWv8v7thCGKCm9BCEnJwcNDQ1mW8zo6CgKCgpQUVGB/v5+5ObmGtfV4/FgYGAA8+fPN2VqEmTLyyKkTUNDQ3jnnXcQi8VQUlJiltdkZWUhPz8fO3bsMHXVSpwNrrSVA/oaec6GrklJsaJy+82GFLgB3CHicg0MDODSpUs4deoUMjIy8OlPfxqZmZmuypAZo59rysvLw8WLF7F582acPXsWV65cQWtrK8bHx1FfX4/t27cbi6DdCe1fC3LKysoyRxMvW7YMFRUViEQi+OY3v4mGhgasX7/ezCDxpQrMB+k0ttiiND2eqZNBMzMz8eijj6K3txdtbW3IyMjA9u3bUVVVhWg0itHRUeTl5VkRDStb7hNxp/lgOYH4RUVFePDBB/FP//RP2Lx5MwoLCw1qE0XFyoDdB7aUMgAYPXk8HuTm5mLbtm1IpVK4cOECfvrTnyKZTKK9vR0bN240dZN669imHhCA86YSjodu3rwZ3/rWt3D69GlUV1fD6/UiJycHd999t+PiEOlvLT/s+gPpZ+KzzAcCAXz00Uc4fvw44vE4JiYmUFRUhG3btmH+/PkoKCgwCoGVIrtcbFBsrnQikUBlZaXZxnPmzBnccMMN8Pv9yM7ONluZhoeHsWzZMoRCIaxZs8bhUrJM6AXKXH5ZWRkefPBBhzx6PB60tLSgqqoKWVlZxnXjd5k0chc+cxt/40hKdwwPaCH2N23ISVMyOXXU8L59++Dz+bBs2TKUlZWlTYnyAOe4h+TN7lEsFsPo6CgGBwcxMDCAwcFBxONxvPHGG6ioqEBmZiZWrVplBo+casDTysx47QZ4vV7j+vz85z/HiRMn0NTUhNHRUQQCAbNOKhgMOmJrNiUOXF3nwgPR6/WisLAQGzZsQDKZRHV1NSorKzE0NISBgQG8/fbbOHDgAIqKivDv//2/N8qC+cU817EUPQA5IL148WL8yZ/8Cfr6+rB7925cf/31AICsrCwzuIUvIoAcA9LBbYb4AIxLcvToUdxyyy1obW1FXl4e3n77bWzbts3IhbzL+XCf89S29BFPrefl5eHRRx9FVlYWuru7EYlEcPbsWdx4440OxW1Ds8wvjXh4dpNdz9tuuw233HILvF4v3nrrLXR2dmLt2rWmPTxYtdLQ68RskwOp1FTss7u7G/39/bh48SI+//nPw+PxoKCgAA888ACuXLliJgPGxsZQUVGRZsy5rfKbRlI2tCNoccWKFQiFQhgeHkYwGERBQYFD3jjmxv2vLwaxKTY3+lhIykbSkWxt9Xv6M5lMora2Fg899FDaeeg8qJhswV8A6Orqwq5duwwCqaurQ0NDA1avXo3x8XEsWLAA69evN2VwXIO/s0JkJaVncDweDz71qU/hueeew69//Ws0NTUhKyvLxJ/kXW09bEqLz/QRkk3MoVAIPT09GB4eRmZmJubNm4dFixbh0KFDuO2229KQGveXnkXRKET3TSqVQnt7O9555x34fD7s2LEDxcXFZh+fuHVchnb/eFCz4LKlvnz5Mvr6+vDJT34SfX192L59O77//e/j9ddfx9atWx1oTerrhsh1nJT5sHjxYni9Xhw8eBCbN2/GoUOHUFlZibq6ujSeyHdbOfJMD2JtqEVmZOEojwPmEeCMgYlcsNzrPk0mkygsLMSFCxdw/PhxPPjgg2azcSKRwOLFi9HQ0IBgMIjm5mb4/X7MmzcPmrhNInvahWWEd+rUKWNwBwcHcejQIfj9frS3t2N8fBxbtmwxhoz7QvchMBWvZt79xt09mwbUBdmgnSaGgax1WanpICyjG3nOPjswtTj07rvvRjKZRFFRkYHXfr8fwWAQY2NjDmuh9/HJb+yyCOlZN8M8vx+PPPIIfvjDHxq3IjMzM22rgI6x8ACT2UObosnMzERPTw9WrFiB2tpa5Ofnw+ud2v1eUFCA1atXpyFWG9+Zd9qKA1OzoR0dHThy5AiuXLmC7du3Y/369UbQurq6zDIH7g+bkGm3j5Wzz+dDKBTCr371K9x7771IpaY202ZmZuLhhx/GX/7lX6K/vx/33nsvsrOzHXFB7e4xP4U0ovN4PAiHwzh9+jSefPJJpFIp/PjHP8ZTTz2F4uJihxyzAtLIgOMpLLc2RebxeEwQW9ptU362fuLZPN1Or9dr5Li+vh5dXV24cOECBgYGMDw8jFAohFgshoaGBoyMjKC+vt5cesBlauPMfNXBdfF03nzzTTz00EN4+OGHkZWVBY/Hg71796K5udm6AFjaIp8SUuBZztkqKOBj7N3jBtk6VBo5G9LBSSDdskl+rKjcAoEMPdmf9/v9jnN4OH+pt+3YE1vsTZPf78eWLVvwN3/zN7j55pvT3mMExp2vB7n+3+v1YsWKFVixYoWpl7RJ9lvpQcUGgC3idNbf4/HgxIkTePnllzF//nx89atfRWVlpcMKXrlyxXFtlFbi2nXSllkoGo3il7/8JdatW4elS5eip6fHXD+Wm5uLxx9/HE8//TTa29uxadMmE0x3I+krnmBhxebzTZ3OOW/ePIOeVq5ciaeffhpf/vKXzfINlilWDsw7PhKGDamerZOFvF6vFz09Pejq6kJ7ezs6OzsxNjaGuro6fPKTnzRrwzQPbSv75XswGDQniuTn56OoqAjz589Hbm4uMjMzEQwG8bOf/QxXrlwxEx96XIoc+Xw+sxREK06Wn+XLl2Pv3r0oLCxEbm6uQe7j4+Noampy3D6kkbvIoijCmc5gd6NrXoJgs6LSIL2IizvVzQ/nw+W4sRxgZmIraWuwtrCMVAD7jRjaDXUb/Dzz5PNN3WV39OhRvP7669i2bRtOnz6Nn/zkJ/jUpz6FgoICE2+SQcvWk/ORT72gTt5h/94NxXg8HoOwhBiRslLSPN24cSMqKipQW1uL7Oxss9YKmDo6Z3BwELfeequDN25IV4j7EJiKvb3yyiuoq6vDzTffjGQymbYiv7GxEffffz9+/etf44UXXsBbb72FJUuW4J577jFXkPGMni5P2iwK6uLFizh8+DCeeOIJI0vbt2/HhQsX8Hd/93e455570NTU5BikboFedsclbVdXFyKRCEZGRjA8PGyO1+3t7YXP50N3d7e59cjnm7paTSaIbrjhhjR59Xg8mJiYcEwesNuUm5uLBx54AE1NTVa07vV6sXjxYoTDYaxevdo81+vMWAbFo+Dv3J95eXnIyspCV1cXEokExsbG0N3djYsXL+LWW281Y0K7rzoGJ/nbxttM9LEWc9qgqlSMF4bJAGcLL+9Go1FEIhGEQiFcvnwZg4OD6Ovrw8jICEKhEAoLC3HbbbeZxWE8MG2bSW1QXWhsbMxxWJh2f3hqlPMVxsp7yWQSg4ODuHLlCq5cuYLOzk4Eg0F89rOfxaJFi7BlyxZ8//vfx5//+Z9jw4YNWL9+vdkkzQhNBIbdPF5XxILJ6EAoGAwiFAphfHzcrCdKpVI4ePAgtmzZknZyAfNF80aEafHixaYeiUQCe/fuRVlZGXp7exEKhVBZWWnuH5S82fBIXUUQZUkCMLX04ODBg2hsbDQDLJlMmlNZJW0ikcCGDRvQ2NiIaDRqFFNWVpYZbBr16tCAtPPIkSM4cuQIHnvsMZSUlDh4+/DDD+N73/sennnmGcyfPx/r1q3DwoULHauhJU+fz2dmwKQOMjD379+P8+fPo6KiApWVlVi+fDmKiorMwOb9cTKQJV/pUzEIUj85RUQrRDF29fX1afdRstJZs2YNmpqaHIuIZcxw3+lnegxJfn6/H6Wlpfjggw/M4t68vDxs3rzZIFFbHJr/5/YyzdbluyYkZbOY3DjpCK0EDhw4YKwOz8rITNmhQ4dMx0gMaXh4GOfPnzczJHw4ve1cHVEmslIZgJk+b29vx5o1a9KspNRPTlOUIyt03EwrsJycHKxevRqf+MQnDNSOx+MoKCjAl770JTzzzDN4+eWX8dZbb6GxsRFVVVVYsGABGhsb05S4DSpLuQyTZWsEAGRkZGDBggX4yU9+ggcffBClpaVIJpNmWjorK8ssqRDeAOkXFwgf+HyqZDKJzMxMFBcX4+mnnwYA3HzzzcjPz3e451J328pprRDD4TBuvPFGsxpayuzo6HBs4pV+ZsMkioH7RJSGKDd+PxqN4uDBgwgEAvjsZz/rOD0SmBqYpaWl+MIXvoB9+/YhlUqhv78fPp/PKCmWb94LyUbF5/PhU5/6lLlGXBSgKGlJz7zivXJiqKSNYgCSyaSDJ8JjPbspcs997PV6kZeX51j1zf3B/SduqfQ9GxX2IBKJBD7xiU8gKysLhYWFaR4Vy46NuN4cOJ+tggI+ppLS6IUro6Gc1+tFQ0MDPJ6po1NKS0uRn59vrl/md7Vl5ICzWB3R0m4LQHn9xokTJ/DGG28glbp6ZAoTWxbt2tnI6/WiuLjYbK+QOrNg5uXl4cknn8SRI0fMUSQydc/CLEIDOM/kYYsr5zmxMMo07rZt27B792789V//NebNm4dgMIjW1la0tLSYvYOsYBlFSjnMY0kjZaxatQpbt25FT08Ptm/fnobqWMj0xmLJSz5LS0sdbrzwsrS0FKOjo+Y3G9Jgo8QGUiNeeeb1enHTTTc5LLm28qlUClVVVbjvvvscAXDhrVZ8cqSxbjPLIfOPvzN/Wc5Y8Yk7qdstClJPjOg+5UkgBhIszxpBi6IVAyhlc/2FysvLze/cvxyns/GA2yMARKOt2dA1u3vapWKh176ppC8vLzfToZqJwNWOYgYxPOe82PIL1GSEwEG/TZs2YXJyEvF4PO38Jc6X4akwlJdE8Hv8TM8OiiLNz8/Hli1bXPmnrTVbO+aLDqCKYEiH33vvvbjhhhtw+vRpDA4O4sYbbzSrthl5yKfX63VcGS9tZ+TDAe/t27ebsqR8Wa3O64W0i8DtYh5zWwBg+fLlWLBggVHyIsSs+N14IrOFmqRMvZ6JSdqszwTXLhaTlKdPNNCoW08YsDxy+ZJeu6/aBWMesyITOdB8SiQSaUhMx0Ol3oLaeEEx95UtRKBjx25hBP2dPSFt0Gaia1JSbBE0A4H0mSxteaSRmgnyXb8Ti8XMcRdsbXmflOTJ0Jqfb968Oc1KsbXSHaDbqgevLV4gZ3SztbB1AHeqlMfKjt0X3nLAil0EUcqpqqoy+7dYoWpFyP2ijQwrEGkD81TaLQOVJzXYZRHLzEF/5rXmrd/vR35+voMvbJxYWdgsL7uZ+jfdpxpJCWoSt1hvu9GokdejsYvLCyFZ7oS/bpNH2nuQfKUsljtpq9RdH8jHCpG3PLGc6bHG/WqTBS0rXFfOR+qjlTePGb5XUoOR2dA1LUHgimmFwp1n06yaWZphWnHZ3DmpA+/0Fz9XGJKRkeHQ2lqItOBohrMilEEpdRCrw50pKI6tH7eTB5FYYt4oy4Ofrb/pICWQPEPC6EgjQ1FkovyAq0KhlYKtD1jR6BXR0h4p3+fzGZeIYzbcD5yf5oHNGkv9RRa0QdE77LWySiavnm8l+YgR4BMimGfCby0jsrlcB4OFp8xDaSfXR8oVGeH1XFpm2BuRfFjhSXnsRnJdEokEJiYmHEpVH8Qo7ZJYLN+1p/tI96mWvVRqaq2bjBdWdrpfZaubTX9MR9e84tzGGC3kNsSlF1/avrPm15aP4a4Imrh6MtUvjJLzm7TAcF00AhRFp8uWP3a92F2S9/SBbdyxNl6KJZc688meOv6irabOm319HRvU/GLB14pcbzq2PdcWWsqTY0uY13ISgKAVabMoECExOjKYksmkCUjLYOJ3pPxwOIyBgQHHUSrcd/wOo0L51MpaFIQOH0gZw8PDjvbrsrTR5vJFmfP7ehNuKpVCT08PMjIy0NXVlcZvdgu1ktNoiLcw6ViT5DM2NoaxsTGcPn3aocylr2QSa3x83FFPUVDsVkajUWRkZJg+F57K4uZIJILq6uq0Df6zoVkrKQ0NmUTg4/G4uc0EuHoWs56dkA6TQSMdlpmZ6fC1bfAemDqgbWRkBJ2dnY5zk8VacnCPn2kYLtaRrY0ojImJCYyOjmJiYsK8YwuCMi/kqiauK3BVKTIiZGGQq7kTiUTaFdvCG8kHgIkrCVrhgcftk/y93qkjdfv7+x0DXtLxOT9ctl6Lw+vERKhZ+OPxuDl0bWRkxDGIJQ3LgOaf8JDbzO4luzzA1NKGrq6utD7heJXH49zXqE8XYBeN0ZCULeVlZGSgurra8S6jVSHhv21BJufHbec6nDlzBoWFhaipqXEYA234tTssv3HeIvNizLVcyWkU69atc6BRzofzk7K0spX6y0SP9nykLA1mfuMxKVYcWrC4AbW1tVi5cqUDtkqF3awNV5jhpraO8o6s25GtBxxw5fIYKfAzLZgsVPJsZGQEV65cwXXXXQfACdGlflJvrqO26nrA8xXUHs/U4r3c3FwzPc/KzIZIWTmyoLJLxkpKaHx8HIFAAEuXLrW62nrQ6t/4mXZnWJg7OzsxMjKCZcuWOersRuye6fiRfs7vxONxjI2NoampKc2FkP7ULp0uU5PboBkcHEROTo45Z4t5oOM907WFZUgbK0YnvMZJ/nSdGQkK2dwnQeeMyqRMViq88JjlV9rJhoYVFMvr6OgoSktLHb/xAlE59UOP6ZnompSUHiyaxGpJw7WSYmHX1oTz1NZCyhemDQwMoLCw0CgprQR1EE9ICxR/svWxwXe9GI5dPuYRt0V3lq2DJicnkZeXh6qqKgcC5Pe0ZXSD+m7tERL4rsuw9QsLKz9nXvIztra6bjLI+DcenPK/tFUHWAUFaDeBDQArWtsgYKUx2wHCbhkjI21ctaJlBWYLXXDeujy+AVmjEc1P5iWPFX5f/89Kh10/rh8rUU5ry4/flRuShD+2WB2Pzdm6e7O+iIE7VmtTecbCwhXQQsPCLw3Uv9mCg1wm/ybpbR2vid/RSoVJQ1z9rlawbO34PTd3Qm8jYIHj+mlExEpDI0yut66n5MOfjCptfTAdP238sfFSK1CtiDXZ+lvLiQ1puq2cFh7aXBC3cjVfeBGklhNbzFNIK0RuO+fHbRQXkuslsu3W55yO+abbpw0GLyC1jSXtJfDvbsZGeKL7Q87BEr5yqGcmmrWSksJspGGkGzHj9CB1S6cHmZRjQ0usEKZrAzN4JqvKA1r+Z6Hh+uoBabNu+jvnrQcKowObEnFT8rqN0k4RHjcUbCuLSfeTDUmyImBh1kpYeMMuk1u52mJL/+vJAiE9kKUMeccmH2xAGAVI/G46RSSfbgpLy6qWP1EYgqRkokHqIIhaXDfuU40ebYiHz79nxclbfCR/kQ/e88qoivvKxmceF7pPOX7ndtOOja5JSXHDuXLMGBs85YpyrEnfxmIqpVxDfj+ZTDqmTKUMHfizkXQG5yvM4uCxtE/2bUlnye8cAOW4h01B6Q3OUg8b/2xKR/NEt9GmdDUS0ujTpsQ00mFlw4eVMckzmVyQ93UdYrGYY0uE9INcC2WLVbKcsNCzkeItK6wsZDCLfA0PDyMejyMSiTiuE7ORzU3kstxQ++XLl9HR0YFwOIz29va0fLheWh5EQbHiYYMnz4eGhvDBBx9gaGgIx44dM1fCsZLid3WdRX6E73KVmI6vyneelJJNxV6vFy0tLTh8+DDC4bBDibEy47yEh1oXzNbtnrWS0rNAbuhBntn+153Mecn9a4xYGAKLYPOMis1Fk3K8Xi8GBwfR3d2Ns2fP4vLly4768MyVbXBLeWy1+b1EImHOs+bYQ0tLC6LRKC5cuOBIK/XTHSTwW4jL4ucDAwNobm7GxMSEuf+utbXVUX9eMMf8Z77zwjoWKt7DlUwmMTIygra2NnOagO3AMlFArPxFVnigsNKR8hKJhClDFL/kLbsEtKLSaECjAFZajGK7u7uRSCSwe/duww9J40b6N9vJrcL7aDSK5uZmUye541HqOTY2ZhQ9Gy0dt5HfbGjX55u6hqu8vBzxeBxDQ0OYnJzE5OQkenp6zDKBnp4eDAwMYHJy0tVgSf4SLBd3mRWbyOilS5dw9uxZDA0N4fLlyzh9+jSKiorMhI/kqcsRYiQoOkRotkrqmtZJiUZkV42ZrCEcM8brnZoGn5iYQE5OjrnySSBkJBLB4cOHzZlM8p4IhgQUGVIzXBWS0xUyMzPh9XpRVFSE5uZmBAIBlJeXm4HX1NRkLBhbGY57yKeUyZszPZ6pmblLly4hlUph0aJFOHXqFIaGhlBeXo7i4mIz9SvT6DouIkLKCzZZqfGq6BMnTqCmpgY9PT04c+YMtm3b5ohd8PYI+S6CJ9aS8xbLx8pFFEcgEEBOTg727t2L3NxclJSUpMXGmDfsFmlko91k+T+RSOD999/HwoULMTIygkuXLmH58uXmvHlZp6MRlsig3hDL/PR4PDh48CA6OzuxZMkS+HxTx6Z0dXXh17/+NRYtWoTLly+juLgYW7ZscRgRkTm9zEMHzsUta25uxuXLl9HZ2YmGhgZMTk7izJkzmJiYQH9/P1paWuD3+7F8+XIsWbIkLeDNxorL1wM4lUrhypUrAIDW1lZkZGRg165dyM7ORjAYxMDAAJYvX45z585hYGAA99xzj7mEgT0GWT8FXN3R4VaeKJgDBw5g5cqVRt69Xi+ys7PTJgxESWl3E7h6ixQvh5gtzTolQ1S2pELyjDeJ8m/A1KA7fPgwenp6cOnSJXR0dKC9vR2tra1mfVVXV5fjHQBmapaDfNJgIP0mj3379hkhPXHihLkHr7m52RwJ09fX5xA8DeOlrYzaNCJMpVLmHPXDhw+jtbUVoVAIJ06cwOnTpx18YAjMgql5pSccZFC2traaCysSiQTa2tpw7tw5hwtha4v+X5QJoympXygUQnNzM37961/jgw8+QG5uLl577TWcP3/eFcZLXzHylNiXlCft5fU1p06dQllZGS5fvoyLFy9iaGjIYXA070QGeZZIyyHHS9rb2/GJT3wCra2taGtrw4kTJ/DII48YFHLTTTc5wga6HwS1CZ/kUk5Nly9fxt13343i4mKMj4+jvb0da9euxSc+8QlEIhHk5eVh+/btGB4edhhlRlJcfz2mpC4+nw91dXVmCckdd9yBiooKJJNJbNmyBQUFBWhtbcVdd92FlStXOtYAyvv8v5Qrp4bYPCIZH4sXL0Z+fj6uv/561NfXY3x83BFf0gpH/y9GRYzOtSgo4F8Yk5rOx2TXQH6Tc4EuX76Mmpoaw5RQKIShoSFz0aCecWL0oS0R10UYIbecFBcXY2hoCLW1tViyZAlGR0cxf/58LFy4EOPj42nxJB3wta0W13C/sbERixcvxqVLl9DY2Ijrr7/eBD5tSogRmuTH9eBZN0FCfr8fS5YsQU1NDdrb25GdnY3m5mbHrn0WcKkf15O3NDB/2e3Ny8tDTk4O1q9fj0gkgm3btplTOuU9G6KSsqXd3AYZECyYfr8fvb295rTKVCqF5cuXO1bEc6Cbec95sSshPJU/fbRIIjF17rhcoaYvEOAByjwFrsaMJI0gAVaqgpgFeY2Ojhq+C+qStrNM6LIYAUubOGguW3rk2GDh++TkJILBINrb201MTNot+QJXETfHidiYSBu93qmbZPbu3Yvq6mrj+YgnpW9X0n3E/eP1Om8112NhJpq1u+fm5rE15ooKae1cVVWFy5cvGzdscnISDQ0NKCkpQW5urrnJWIJ7ck6zWDRegSz585RnNBo1e5dEUV26dAkTExOora3F6dOn4ff7HYs0uf46aKmnUrUyOXr0KEKhEBobG9HS0gJg6vZa7iwhbUk1LOaFb9qVEf6XlpaisbERw8PD6O7udtRZXEcpS+J3jHB44asIvhybMzIygnPnzuGee+7B5cuX0dvbi76+PrOdQQ9mqbe0SQLVki8ja62wKyoq4PF40N3d7RBgiX3xwJU8hUcycOUdvbo7mUya225yc3Ph8XiQn5+PnTt3ore315wbpREZkyx0lL7S/SkyunDhQuzcuRM5OTnIz89HQ0MD9u/fj1AohKVLlyIUCsHn8xm5dkMd7JZxDFEokUiguLgYGRkZqKqqwu7du1FeXm7WvVVVVaGqqgpnz54117ELLziozXFC2YzMcqYReGNjIzo7O1FVVWVuZZZ7EIVnNgTMYzSZTGJiYiINfMyWrvkUBB7E8oytq5450cgjGAya2MOyZcuQSCQwb948lJaWIhqNmkWNHIwWRvD+ML3/joVpzZo1yMzMxMjICBoaGjA4OIhkMonKykqEQiEAQHFxsamjHhCMqDgNoxIAKC0txZ133oloNIqGhgbj7tXW1po4hgwmfp/dFylPBhtbIa5TRUUF8vLyMG/ePDQ3N5uLEiSNbW+k5KutNCteuT1ayi0sLMTJkydx3XXX4fjx41i2bJkZYKw4Jcbh8Tiv7mYFwyiHN6smEgksW7YMFy5cwPXXX28VfC078l3qz3v7tBL0er2orKzEmjVrkJOTY/aVhcNhx9XncnuQ3gUgv4usiWHUKAQAli5diqVLlzr4LldzSZ0EudmQtdRf8p5uan7p0qUAYM6+Fx7HYjGsXr0aFy9exODgIIqKihy7MUTWxGUVAylrl6LRaNrGeenXG264wWE48/Ly0uJPPOY5D/lfjCMrXpbdmehjHR8shcun1p42/1bSFhYWoqioCMCU9pd0lZWVAJyCqa81lzJ43x8jKp9v6hxpQV+ZmZlIJqeOMxGSYKIevPy/jrm4kc83dZqjKMj6+nqH36+JO4jdSWkvKxBtSefPnw8A5mxsAI4bhQX2szKRekl8ghWFDnrLJMM999xj8p83b14aKmaEKe8yiVKWNrCAs7IJBAJph/jrQ+fYXRR+6xMd5LseYKtWrUJOTo6DLzk5OQ4X0W3rjO47PgmWUTDno0Mf/D+jZpuhZ2LjpJGkDlRrYLBw4ULU19cb9Cx15eODmFfsxuv+YbnS/JU+YdmxuZDCn1QqZS5C4f6eLV1TTIotgfbf3dLowVZeXm5m3pgxMnvHA9w20IU4Hecjf1qYtRXT7+t68wyEfld3YCqVwuDgIAD7uUbyTMcH5Dn799dCtvqLVZbfWbB0G9x4NzAwgGeeeQZ9fX1pgXyb0mJBd3sugqnrzHnpAcwDiwWf35F6sYwlk0lzpDKnDYVC+PGPf4xz5845+sCm8HS92IgxL2Qgjo+PY+fOnY68JX/mh64r84vTc3yN45hizGKxGI4cOYKWlhbHiniRJb3xWfNb5ET209n6zo0PYmTkudRxOoXPyx2knbOlWadkAWXBYa2ol/Pze+zinD9/HoODg2htbcUHH3yAZ555Bv/jf/wPPPfcc6YBNmHRlomVCAuBPEsmkzh58iReeukls/BN8uJPdrH0p82PZsFJpVIYGRnBN7/5TTz99NMGQnNabb1EQPQg0rzTfNT9oBGfVkpCPPun667bLgr6yJEjuHDhgslfC58e3EK2dT66X3hhX19fHw4ePOg4/YH5xHKmlYVt1wLXdXx83FwvlUgkkJWVhba2Nhw8eDBNYeo68m+cVsrQcbCsrCy0tLTgF7/4hTlpguuv+0T6wta3+j1NwoP29nZ85zvfwXPPPWf6l+OP8sloh/tFPBJuK5Mge0b4AwMDOHjwIA4dOmTiTDZUJ3myLLh5CTPRx95gLA23MVhDWz1wXnnlFWRmZmLz5s2orq7GkiVL8OMf/xiXL1+23sWnif12nbce4NXV1fj5z3+OhoYGrFq1yrU9tsGgEZUmUWKXLl1CLBZDXV2d41gQVghaAFhpaCRn61QACIVC2LNnD06dOoVbbrkF119/vTVIbVPgki8jHDd0Mjo6isLCQjO5IHyQuBEvM9H81wPYhpzGx8fNDb/BYBC/+MUv0N3dbS531fzVSkL4p9si5Yurc/z4cXz44Yf40pe+ZK53FzfThhZ4cGvUo+WCXTLpw/nz5+PKlSvIyMgwyoIXnAJXZ/dsyIxdNDeSOnk8HuzYsQP5+fk4c+aMY+ZNYmj6dBAuU+Jwbks5kskkdu3aZcIjcot2KBTC6OgoRkZGUFNTg8cffxy5ublpLir3l4416t9nomuKSbHF0YpImKeVBQtnMjm13qS+vh6RSMTc4OL1es0Z6MFg0Cz80o3SPrlNKQpTpOyCggLk5+ejqqoqbcDqPDh24CaUOo94PI53330XDz30EG6++eY0S6Utiz7alfPjAdLd3Y1IJILR0VF0dnaip6fH+PW9vb1GMKQOXMZ0St6G0jT6OX/+PBYvXmyQ6JEjR9Dd3Y3Nmzdj/fr1aYZJuyq6/zW/f/rTn2L+/PnYvn07cnNzEQwGzWH/tgGslYnIAKe3ta2hoQG//vWvzXolocrKSkffS3o9Bc/t0vWRgDo/k9nXVGrqtMqOjg4UFxenTdKIi8j15THkppi9Xm+a0dyyZQtuueUWc9hcf38/RkZGUFRUZGKxnA/HtrQR0ONLrlW/7777sHr1apSUlCAzMxMHDhzAyy+/jOrqajOZpftbI23uQ61DZqJrvmadM9cd5fV6Hdf2uFEwGMTo6CgikQgGBgbM+hyeZbE1woYKdP34f2G63N82XbuEpnPxdJnJZBJ79+7F+vXrsX79eoRCIUxMTKC3txeXL19GbW0tmpqaHO+I68WIQwSFB15XVxd27dqFvLw8NDQ0YMuWLaiqqsKhQ4eQk5ODFStWYGxsDL/61a9www03oKGhwQibbUGtdiFE2GUwDg8Po6+vD729vTh48CCCwSD+4R/+AdnZ2aitrcWaNWvMoW9MPNgFDej+4vb7/X7U1taira3NEdhfsGBBmjHQ9WcjyUtibIYqmUyaWUO5Ay8cDmNiYgItLS04evQoFi1ahEWLFqW9B8ARX9EIR+rR39+PrKwss5NCFgk///zzGB4exuDgICKRCO655x6sWbPGYbD15ALLGIcEJGbE/Jby+vv70dvbi/7+fgwODmJwcNAs1fH7/XjsscdQV1fnGDMcP+LtOTbjsn79epw/fx6LFi0yK9W9Xi+uXLmCmpoa3HbbbQ5e8bjlPuHJFEaes6WPdRGDNML2nQeaRlvyu9/vR0dHB372s58hmUzihhtuQE5ODvr7+63KQLsyHOxj6wNMoQg54E2XDQCdnZ1IJBKYP3++I14EOFdQ2wRf6nHq1Cm0tLSgsLAQR44cwfz58/H888+bumdmZqKlpQWvvvoqNm3ahMcee8yx3EDPAPIWDyl/9erVWLFihRFQMQjd3d1YuHAhkskk3nrrLZw/fx5Lly518EPXW8rVlozrNDY2Zk5qzMjIwJe+9CWz4LW+vt7xHvOVy2I0wmVqtAIA+fn5AKYEOCMjw0zRSzlcVyZ2ybS86U9Jt3//fgwMDKCvrw85OTm4cOEC6uvrUVZW5ihT+kYjLBtS8Hg8eO+993D69GmsWrUKBQUFmJycxNKlS7Fx40YEg0EcOHAAv/zlLzExMeGov87H5uJKXAsAjh07hnPnzmFsbMwsSi0rK0N3dzcuXbqEz33uc+aWIJF7r9drLsRl4v7Sx0VL/4islZeXw+fzYWRkxGyN6urqwsWLF7F161ZkZWWZmB8rKd2HqVTKKDkec7MNnl/T3j2tpGyBa+1PcyfzgFu5ciXuv/9+w9Dh4WHHBlldphYUN4GORCJ4/vnn8fjjjztgrNS1oKAAP/jBD1BfX2/uXZP8pS484Jjkt4qKCnzve9/D5z//eXz9619HMBg00/xSj46ODvzZn/2Z48RDvbFVDyjmmeQjAiNlRyIReL1evPPOOwgEAvjjP/5jczV6KpVyrHZnw6CFUbswshL/Bz/4AbZu3Yry8nJcuHAB3/72t/HHf/zHqK2tTauf5C2o0CZ82oUGppRybm4uEomE46Zim9vGrr02XHrJhTaKqVQKwWAQNTU1WLJkiTkBVbvh2igysmH+seJLpVK44YYbcObMGdx///3w+/14/vnnkUgk0NzcjNWrV6O/vx+LFy/Gpk2b0pQTt4PrKzEsce2SySQqKiowMTGBkpISVFdXm1XzzzzzjHGVxZ3VezGlPG6z9BEfCaMD7bKuqrCwEG+99RYCgQDC4TDC4TDmzZtnlgdpN1mI3WbbJALzdya65jPOpXCbQDGk01aVO2diYgKFhYUYGRnB5cuXUVhYiMzMzLRLGG1uoy0+wRDyzJkzGBwcdKyB4eUN+fn5uP/++/Hd734XxcXFuP322x1wVTPbNjlQUlJiFleWlpaaPV5jY2MAplCCKIHrrrvOoSS0i8KDhd0KPXPFz/bs2YPGxkbceuutyMvLc1ynZbPMvHZFnkn5sjo5kUiYldKrVq3C+Pi4WdEs64u4H936Zrq4lFA4HDYrzuPxuAlq63rzAOb/2fjY0Dorw4yMDDQ1NQG4uhIdmFqI69Ye3TYt9/K75NHZ2Yn9+/fj6NGjKCsrM2fdX7x4ERs3bkxrA7eVUad4GdJGCXyXlJQYJCPU0dGBCxcu4Oabb8Zzzz2H8fFx3H777eY4ZfZIROloMMHGhXnO5cgN4tXV1SgsLDQr+Dk/3jSsQyVSNl8iMVsEJXRNSsomLIDzZl7eCe8G2SW4Nzw8jKysLJSUlCAQCDjO1RHSTAWu7qjWSGR8fBxvvPEGGhoaHCuGpf7yrKGhAevXr0dzczNuv/12Rx05T15ropVzfn4+9u3bh4sXL6KlpQWjo6OIRqMoKirCY489hvHxcSSTSRQXF1uVH5ejBZX5qcvOzs7Ghg0bMDg4iP/n//l/sH79euzYscNx0qFuCy8a1bEV2RIzNjaGXbt24fd+7/eQmZlplgQEAgFcuHDBxMfuvPPOafuWr0/itnL60dFRx0yr23VR0m5W0DJA9MpszWOv12v2z505cwYdHR3o6OgwR/Z8/etfR0lJiUmrlbieBLINroyMDASDQfj9ftx3330YHR3FbbfdhoULF5oN4YsXL05TUpKnDGrhmd6toXnMCOvFF1/ELbfcgrvuugsTExP43//7f+PNN99EU1OTUaqiHGyGnTf8Sntt6aqqqlBWVmbk5OzZsygqKkJZWZkxulov6LrHYjGzkVnL+mzomu7dc0M5vPXDTXkJRaNRDA8P43Of+5xZce7xeDAwMJCmfHRj5Y9vdpG6eDwenD59GiMjI7jlllscQsCdIe/cdddduHLlitVFsSlizYeSkhKEw2E0NTWZ7RdZWVnmOq22tjYDl9lycnk8oIT0jBHzVpTeyMgI7rnnHjQ2NuKFF17Apk2bTDk2xCR5skDx/XKJRAI7d+40+8PkULPu7m6MjY3h+PHjWLx4sdmWMR0isEF/lpdYLIbh4WHHzJPtJAK5bUbOzdboQJ97DkxdmCB88Hg8uHTpEoqKitDb24uqqiqsXbsWBw4cwPnz51FUVORwR7ieuu7sQmu+5uXl4dKlSwiHwxgaGsL777+Pt99+G/39/Vi+fLmZ2ZMNwDZDJfnxkTDslTBfk8kkXn31Vfj9fmzbts3IRywWw3333edYdsCKnd9nBSZ5s8wJP8PhMJ5++mk0NTXhkUcegdfrRVZWFp5++mmsWrUKW7duRXZ2tgNA2ORCUKGWk994TMpGXBA33oYapHI9PT3w+XwoLi527CaPx+MYHBx0LD/gwWBDB3rwl5eX48EHH0R1dXXaHW568GZlZTm2ZTDxIOY2sACVlZVhYmICjY2NDksr9enu7kZeXp7ZACrv2TpGkITNEulBNH/+fPzsZz/Djh070NjYiG984xtmT5Zuh41syPDNN99EeXk5uru7DR9XrVqFNWvWoLu7G0888YRji5LNteLf3BCRx+NBS0sLiouLjZKQ25+1FW9ra0MsFkNZWZn1d66DfJftVqlUCuPj4zh27BgeffRR1NTUOOpUW1ubtoaI28L9IP3KSlIomUxi1apV5vgcj8eD66+/HmVlZejp6TEnfXi9Xhw+fBjr1q0zcTReasCzuzb3i43aa6+9hkuXLuHLX/6yea+npwcTExOorq52lWft6sViMbNtTJOk3bVrFwKBANavX2/Gdl1dHW666Sa8/vrraG1txZNPPom8vDyHAdGoUW+VYkU1G7rmwLlbnAFIX3EuFWJBOHjwIFavXu1YL5RKpczRrrwzW89IcZnyGw/uuro61NbWmvOS9u7di4qKCse50drN0h3I5dm2Fgg1NDTg6NGj2L9/P8bGxsz0czgcNnB/3rx5jrZwuZynCC4HGfl3NgTz5s1DNBrFRx99ZOIFyeTUeqbrr7/eESvgPJhX8j2ZTGL37t3w+XzYunUrDh8+DGDKlc3Pz0coFHLskQyHw4jH48jJyUm7ZYSJUTV/RqNR7Nq1C7fddpvpM7l8cnx8HMFg0KCCEydOID8/P804cZ/xhILuw127dqG6uhrV1dWO5R2yWNiGOJnvEsDW14OzK5VMJrFu3TrceOONCAQCOH/+PCorKx1XlMngPXfuHBYuXGjcJD3Ly+iGja/ULxKJ4JVXXkE4HMYXvvAFc3u3x+PB22+/jeXLlyM7OzstvsoyxHna4sUSx00kEnj33Xdx4cIFPPnkk5g3b54DGd16660YGBjAoUOH8PLLL+Ozn/2sdRmDpOe9jx+HrvlNm+Jh0r68kM/nQ1tbG7q6urBjxw6Tz+joKPbs2YOOjg5zHZYNWnN+4qJoVMLaPCMjAw0NDfjud7+L3Nxc5OXlWRWUbTDbYhAyICRddXW1mZWqqanBsmXLDGp69913cfbsWTz66KPTokodaHRTVEKS9t5778VPfvIT9PX1mQ3HJ06cMCvEtSWz8RIADhw4gIyMDNx2221IJq/ezxaLxRAOh9HV1YXx8XG89NJL6OvrQ3d3N+LxOFatWoVPf/rTaTwCkIakpb0TExP41a9+hSVLlmDRokXmeSAQQGVlJb7zne+gtrYWyWQSo6OjuHDhgjklQwu9zQDy8/fffx+9vb343Oc+Z+RC6hIKhVBQUJAmN0xaNthV0u2S9stSivb2dixbtswRP71w4QLOnDmDFStWmEWrWh7E3dOGXtDnrl27sHDhQtx///3wer0Ih8N47rnnkJ2djfPnz+MrX/mKq9LlxbqC3CKRSNq5Z3JL81tvvQWfz4cvfelLBiWxkfV6vfjUpz6FyclJtLa2mlMUuM7MSz5Pi+lfxd3TMJ+VBUNJIfnN6/ViZGQE7733Hnbs2IFgMGganpeXh5KSErz33ntYuHChsWA2eM8dwDEdN9dj4cKFuOuuuwDAQFsbEpRnPBWr2y0k72VnZ+Ozn/2siTlw+1esWIFTp07hhhtucAwowI6o3NwY4aFeQb5q1So88cQT+MUvfoFXX30VhYWFiEajJqbB+bKg8rNUaurIY5mhknO4XnnlFQwMDCAjIwPl5eW49957UVpairy8PFMP7fpp3nA7UqkUhoaG8Pbbb6OpqQnLly93KLJkMon77rsP+/btQ2trKyYnJ5GTk4MdO3bg+uuvd8iBRjtawQNTijcSieCzn/0sMjMz0xR1f3+/CZjb+llkmW9lYXec07ExS6VS2LRpE5599lns2bMH+fn5iEQiZpHlvHnzUF1d7agrow+RTa2kBgYGcOXKFTzwwAMmRJJKpZCbm4vS0lJ8+OGHuOmmmxxoR7ulNq9HKw6PZyoufPToUaxfvx719fVW70m+BwIBPPLII+jp6XG9u4+9JDHgXJd/FXcPSPcp9SCUNCwAyWQSJ06cwG233Wa2vwBXhWz9+vXo7OzEypUr0xqr18mwIHE6Xaa8u2XLFgDps06cn94WotOJu6BdpcLCQgejBW01NDTgj/7oj5Cdne3gHXegKDQdtNUoxGZtkskkli5dij/5kz/BsWPHcPbsWWOx5Lwk5odWJFKf8vJyw99wOIxEIoE77rjDGA8bfGerqgcCuzBMOTk5+NSnPuWIP3FdMjMzsWXLFmvMxzZbqPnItHLlSsN37jP5DAaDjgC2NhY219E2y8rtl/Q1NTX4yle+gtbWVnOG2cqVK1FZWYl58+Y5jiDmZTPs7mlDL+ewS3u43FtuuQUNDQ3mtmjpG40wmUeshFmJezweFBcXY9u2bUbmtcLRQCQjIwN1dXUz9kkkEjGLd7WumA1d0xIEroyQNIgtNnekMG7Dhg0Ol0nHRx544AGjMIRsboM8Z0smf3K4mR7sst2GFxyygLEfz9ZI14OhPc+g2Cx9MBg08N3WDs5LDxJ2L/TWGambz+dDZmYmbrzxRtx4442O8rmu2qpJfEDHJ3JyclBdXe2IA+k2aV5I3pKXxAL14JXpa5YVm3Gx8VHKEtTOvOB85V05oprry7R161azkJSJ+aaRLB/IZ3N9uC05OTlYvny5w5jpzeTyrnzK83g8bi5GkPRSB+a9tLewsND0l5ZrrVA1X3m2kWVS/mcecoBf8rYZI12G1EHWq+n++I27e7YKaQERa8CCqAeeDGwegPKudCj7tywQjNy0dQfgcBVtHSSdzTBX589Bap0HgLQLDGy84E7m3fC8hkzqy2vDPB6P4wheqZ+25PqsK4kJSDmsjLh+3DfyrvAsGAzi85//fBpqlb2GrCxZuGTNkihjPjJEjIYOEkvZUj73tXYBWBFw//DsrZZDeY/Lk7wFyevfdZmsKGwDn4PvGhlq9M9xRo2UeEDHYjHHwlme9ZP/uU424yFKlckGMCYmJhwbn/l3j8fjOCiPEZrmkdSFZUKes0zz2OQ0s6FZL/1k+MsF6TSAEx2wZrYJBDNO9h5Joxl5aZjM8S59HyAzTltpVoysFLWG15aVhdN2XpJ2+4S4MzWS4HpJO2xKXog3J3u9XqMYeAaRhUzKl7bK7zbXV9CUVs68hknK5z7T1l7OKBKkJ/2oZUXzgBUxpxXhBuC6rkfXlfnK7bOhSzcUy+9KmalUKi2O44Zi5B1OwwpT2szyLJd1smJi+ZC8tCEVFCb1TyanZiX5GdfR6/WaM9wZFfEEA5ejJ3O0YdFxXH4u+ertZzZd4EbXPLunO4I7RzpleHjYwUQWMm3ZhBF+v9/hhgi8ZzQlDR8YGEBra6vZtCiKhi2M5M9363HZ8h5w9XwqGYDBYBBDQ0Pm5t1kMulYjsCnGHg8zltlRHkAV9dy6dMPpb1er9eUITvbWZB4YHDnSpk6qK4trvQPu7ui+Fk4eSBo4gW53BfyjsSZdL5a8Lnu8r5GV1xn7V7wIGPBd0NErICljnywHrdFDAMbLPnjA+zYbRNFr+slZUo65h2v92I+SF7j4+PmZmHOR8s015n7nscSK0eRa3aZJyYmEA6HMTIy4shfjKWUL98l8M1j2HatlZQrRxgDMFuvWL7+rykpLWjyW2dnpxmEfJypCDIrKL/fb22AViTAVeQjHSt7/fS6F6kTb5/gQZ6RkeG4l4yto9QnEonA7/ebgJ/URUN36Xi+rl1uj5U/GVRSd4ndeL1ehEIhs05ocnIyDXnKYGRrxa6ctlIs2Cx84XAYk5OT6Ovrc0B4fkcPehmMPDikz9jqyuD2+XzmcDQ+ElnaLGk1D7nOPNikfdx24Wdvby+6u7tNXEUrxOniHYz0pe8FjeuBHgqFMDY2Zi7wkDbremt0IW0WvnL9GFlJP8kJF3KxLSN/5iPnwWNPYnRCLDMim7zzYGRkBD09PQiFQqaugoKlbozMOJzA41jzmXkifT00NJSGTjWyno6uKSalURQXJpXNysrCokWLHMsMtIXVgUdRaBqpMOQUSiaTGBoawqJFixwCLGhHQ1tBEewKSRukI3R5UmY0GjUXRDAP2BWUdgBXXR0WTh6UQqzghoeH0dvbi+XLlxuIrt1NeUcHe0V4GO7L/2w9k8mrq5L5vkO28tI+bZ05/iX58l47VlZy0/KCBQvMMSGCZDg/7TKybMn/jP5YxmQwNTc3o6amxsRweKW2bbaWBx2XyYjPJh9DQ0Po7e1FU1OTVQkK8mBkqxWqHsxu9Th27BgaGhqQk5OTZpj02BPZZw9B+iYzMzPtcDxtjPr6+rBy5UqzGd4N2WjUyYZM2m+bPJJ2ZWZmYnBw0MHr6W7EsdE1HXqnFYbW8KJsxCrxu+zrcyBuOovHgqvTa9jMjOaBzR2oy5Pf+SwmSSuDhPPTiMLGB32qgU25ME8kP1ugXMde9Kpdvl2F/7g9ghTFneZD1PRRzTxYRRjZ5ZaNx1JPRqmipJLJJDIzMx0nNmrXT9xXm5Li9oiCk3d1Hwnq5Ty4POEh56llgethIymH+4r7XPgjfcEk8iBjQ6NUkSc2JtxeRv/cRm4by7R8iiGwLXiW/MRF50kPrhMrXB1SsPUHywEjs8nJSePxzDZQruljISmpkP6dG8nM0RtItXbWpAcOl6WVlH7O9dNBUFuMg9PbYLXOU37ndDbesDBq68yKVcN3Hvxu7WV+aIvKZemByXVlBMR9oRWyKD0pi5GCKCWujw5e2+qt+Sh5s6Xn+InmnfymFbpWRlJ3mxxoVMx1498A+52G3Mf83FaG1E//zv0vStB2mYlGUcxvG4Lh8hm1cViEV4mLohI0qA2GlKOD+cw7bSzZ/eWQhK1dM9E1L0GYboCLtdVISpjGFmS6Drb9xu4aoyZtCVm4tMBK+pnK4jK5fXqQ8XusAHhGSgu8PHNDS7bBwnwW4gHMikULKz/XfJ8OqnM9dRv0ANXW1E34uHzdJkY3Uh67ibZ+1O3RRpDrwwpXFJobimJ+SeyQy9Zl6LGhNwkzaZnhAczLT2wGXPOOiRGOvKuXu2iS8ATPjkteQrx5Xcus25jSz3RYRP8/E816CQJDaNaYeiAJzNd+OMNDaWR3d7e5r043UP7Y4ktZ+kgXN2Xk8Uzte+ro6MDQ0NCMbeTZGM5X6mETbB7YqVTKnG0t14Vz/XW8RysgVuKa9ECQGSvthmiExO+zgrchRVYSQjo2AiAtjUYN2hXWPGXlomOBmmfyv01RafeXy9XlcR01imH+CA/lO88cc3u0DOj4HH9yOt3nGg3qTe2aj1J/2xIDIX3CrZTFhkD3AacDnEpNroPjRaU6pMK6QMudvjbLzTi40ayVFDdgOhI/142i0ShCoRC83qnbKPr6+hCNRjE2NmZOtmTIqcsWYbBZY40IgKmZxpaWFoTDYUd6jcTcEIAezJxOzncW/14s4XvvvZc2e6UHgZC2Rmz1hRfA1J4zmUX88MMP4fV6cebMGXg8V2dRuG482HV+7H5r63nu3DlcunQJg4ODaG5uxvHjxx1WWvPcrT2cPysXVvaXL1/GgQMHjCDz4GEXViNajWy0kQqFQjh9+rRRsMeOHcP777/vqCPPUNl2QgifeFJF6s28FiQqVz0dP34c77zzjslLL2lgfulYHSscbWyZPB4P3n//fbz//vtmdo6Vw0xhFIlZMYoVEp6w0di9ezei0Sh2797tOI9fjzcNGrhe0k5bLGsm+hetOOeGCclgtVUklUrhww8/RCwWQ2Njo9lBHY1G0draCq/XizvuuMMBl4V45bauF1sJzRyvd+pA+pKSkjSXwiYAIij6d9uA2L9/PzZs2IB//ud/xiOPPII9e/YgJycHn/zkJ3HkyBGsW7fO1a2QOgvPuJ2al4lEAq+99hquu+46RCIR9PT04Pjx4+bUT8lPBo2tvzguIZ825VJaWmq2ZmRlZSEUCpmzh2xGwIZmuT7AFGKW44gnJyeRn5+P8fFxIzcjIyPm5qAFCxYgEomgs7MT5eXljsPpOF/+FLp8+TLGx8dRWVmJy5cvI5FIYOXKlWbJSTwex/nz5zE5OYnVq1ebw+qqq6sdm45ZmeoTBFipDA4OmkEbj8dRUFBg3rt06RIGBgYwNDSEdevWpeXPn4xMma9ajrm/JiYmsGDBAkxMTJgjfaUfOKQCONckClqzyTiX7fP50NLSgkuXLqGjowPj4+Po7+/Hzp07zWF3krdulxDHFW2zgrOla0JSOnMNo6UytniJNERuBZmcnMSCBQuwcuVKxONxNDY2oq6uztysYZvdmJiYMINWuwRi9eQ90dqJRAKRSMRYD17Vze9zfVlwuB56kJaXl+P48eMoLS3F8ePHkZeXZ6Dx6Oiooy5M2j0Q0jCdF402NDSgpKQEAwMDWLNmDU6ePIlLly45FnrKYNGziXq9GCMrCdRPTEwgkUjgzJkzuHLlCs6ePYuRkRHk5+ejt7c3bUuN5g/3gdQllZo6g+qDDz5Ae3s7Dh8+jFOnTiEcDuPo0aO4ePGiQTq7du0y50i9++67iMViePfdd00+XI4NSUejURw8eNAsUEwkEujp6cH58+eNkmxubsapU6cAACdPnsSZM2eQTCZx7tw5R15Sfw4ka1lMJqeuzHrvvfdw9OhRhMNhXLp0CZOTk6itrUV7ezva2tqwfPlynDx50jFxwe5dPB53HB/Ma5WY5/wn7wwODjrikFpOhRhRS3/Leif+jduXSqVw9OhR3HLLLcjOzsaJEydw1113GcXD6fS7LPd82qh29WY723dNMSn+zpqdBVdbaE6fSqVQWFiIhQsXore319z1BiDtfHMNsWVQS5BPKxlRlDxLwtbFFifRCor3p7El1YNT8qipqcHBgwdx44034tChQ1i0aBEmJycdRyFzQJ3bIgqFp4CB9JXEAIzl83qnFseWlJSYA+IkT1kZzTwQEqESodEupeQjF0oIxeNxcyEp9zO7LWwMtAsRiUQwPj6Ouro6rF27FllZWabsSCSCwsJCrFixAllZWaiursbKlSsxOTmJ7Oxsc4gbu35a+Jnk/LD29nYkEgnU1tairq7OrHMSxbVkyRJUVVWhv78fdXV1qK+vd5yeqpWgXrfGbRZ0KedTTUxMoLy8HMXFxQgEAiguLja/aaVqc/VY9sSwcFBboyrZp+eGYDXxmNILMhl5sfzIqRrhcNisqRIZ0DKmZYDL0nXTMdnp6JpWnDNsZOHhSvBiRrZAbGW7u7uxcuVKdHV1IRQKmQWTsu6FXSFWMHpWgDtOw1Zh1oIFCxzrabhe0hYNVUWp8D49ZqhA19zcXGzZsgXFxcXYvHkziouLsXTpUjQ3N6Ours4IFAugWGbpJI4PsYJnI+D1elFYWIiOjg5EIhG8/fbbDiFnI8CuEZC+Il3aJ1Zb0koa6afs7GycO3cOXV1dWL58eVp9+TvLBA9uQRudnZ0YHR1FZmYmwuGwuYp8dHQUJ0+eRDgcNrwJBAKYmJjAwYMHMT4+7nBJ+Dsj3lRqasJCrsoSNJ5KTd3sE4lEkEgkzM06sVgM5eXluHz5Mi5dumSO3ZV3NPq3LYkAgEuXLqG+vh79/f3w+XwoKirChQsXMDY2hsrKSjO5IWNCX8HFfc5xRV2WjsGlUimz9o2XFYhx1nLH/ctjRQyi3tYln8XFxXjjjTeQTCZRW1uLV155BS0tLfjEJz5h0tiUIsuBrJGyLW34V1FSUjHOXA9CXmXNTAoEAuYURrkJt7GxMU2j68qzImSko4WXlRXnU1paajpOYC6jLv5kQdXWhok7WlYiL1myBMlkEvPnz8eCBQvMYNeBU0FQPBjY+ugNptLm1atXIxqNYs2aNWbwMo94pTlgnyJnxcYLb4UvgnDkCNxgMIhIJOJ6SJxWpPKd2wrAHOFcVFSEhQsXYnh4GDU1NYhEIhgaGsLChQsNrxYuXGiOFC4pKTG8kIHLKJ6Vfn5+vrmtt6CgwOQXDAaRlZWFRCJhzkv3+XzIzc0198hJbE/6VPIGrip5julI2tLSUjQ0NJgz9LOysswZXbJZOxAI4LrrrkuLCzHpsALzV9dD6Pbbb4fH4zFLBLxe54Uj3C8iX+zCAkhzM+VTftuwYYPpB7/fj6qqKtx2222O7TeiYPkoFlaCExMTDv5p1Dcb+tgHD7MG1QNCoLjWsgxt2QLwn9bO8g5blulmCbS1ZX9YoyntK7sxkZUSIxZtCdiicV25TVx3ec6upbayXDdxL+RKer0Smt1tm3VjZMgDQPrC6/WisrISJSUl8Hg8qK2tdawwZ9Sm3UX5ZBQq7ZAV/IJqS0tLkUgkkJubi4qKCke+RUVFaG9vNwqZFQbzWbtAHo8HVVVVjhXyUpeysjLzbmZmpllFLivj6+vrHW44y5StL6Wtcta7BJEFXbPRlDK57zXq1Svgpb+058A8Z0XBZbEsSP6igOR9WcipEaMGHKLwpd6FhYWO0IHIjjbk3H45I4vHO+uN2dDH3mDsBvVsloI7XSsCnc5t8EvZjBpslofT8WABpmIGY2NjxjJIWp7xApwLMzVC03VhNCcdwcKsO4QVAg8MIXlXz9JJOXv27MHixYvNqaCSViYUbOtsNMKUcoTk/VQqhWXLlmFkZMRcJKDL58HA/aVRgvDE7/fjxhtvNPkIipTg+bJly4xSlLxXrlxpXCVuA9eFkSg/Z95rt2LPnj0YHx/H1q1b4fV6sXLlyjTloV1Y3gPH/OPgtpRz9uxZHDlyBHfffTfy8/MdM9IsqzzIGc1LW2zGWrd9YmICly5dwuLFi80Jm9oQ8kJMyVcMBq8wZ9ljmpycRFdXF2pra5Gbm+swrjrMwKTrbLt5iX+fia55W4ybJpTftT/NDbApNGAqKBcKhcwtG+wm6fcYjdnym5iYQEtLC3JzczE2NoahoSGMjY0hHA5jeHgYFy9eRGlpKR555BFUVlY6hFhbTR6YujM008PhMAYHB9HR0YGWlhbk5OTgzjvvNEFZ7hhBQHyhJwuTtk7c1oMHD2LXrl340z/9U8eKbCmH0RgjHu4fbqf8L6dPdnR04B/+4R9w5513YsuWLVZBlzqxSyzfue48SLU7EwgE8MEHH+Ds2bP4vd/7PePO2JAqD2CbXLGi1+hY3Nnc3Fzk5OTgtddeww033IDi4uI05KoRGCtfbRRZbuR7Xl4eTp8+jQ0bNpggM7vftk+psz6fnuVFlyuK5tlnn0VtbS2++tWvOtJqWWXkKfwSBWVDYEIjIyP427/9W6xevRpf/OIXHTLE7ZcytH4Q/vM1XraV7zPRrJWUWGm3Ssl3rTV1gDMWi2FyctLcRnL27Fm0tbUhIyMDGzZswJYtW6ZFWnq9hS7f6/Xi5ZdfRnFxMW666SbE43GcPHkSf/AHfwCfz4fvfe97aGlpMXEdmxCy22ZznSRdS0sL3n77bQwPD2NgYABVVVXmOqiysjJTHx7kzBfAGaRnZKWtKwC0t7ejvb0d27Ztc8z4SX7SBm0RtcVzMxYAUFlZaRSo7kN+l11nW4wllUo5Nv/qWGVmZiZKSkpQW1sLr3fqKJn3338ft99+e5p7zGiW+94WjNVW/bXXXsOxY8fw1a9+FZWVlfB6p85v575kpcT1Z1eM07EBA4Curi5UVFSYQ/4qKirS6iFlcZ9rBcnftVFg3nu9U5d0BgIBlJWVOSarbEpKhxekH3TddD+Wl5ejpqbGtEe7n/o7806+M6Kbrp+mo3+xu8cMkU/binNOc/jwYfT398Pv96Ourg4333wzysvLHZDSTRFx2bZ6BYNBbNy4EV1dXVi1ahXOnj2Ld955B8ePH8eCBQswOjqK6667DgsWLHAIPpej6yvPNQSfP38+Hn30UUQiEfzt3/4tNm7caBSjkK2uki+7TLrjtVKYnJzECy+8gG3btpkbcAYHB1FQUOBAH9oai/Ky3ehhI4ldNDY2mmeyv8utT1npacUh51tL2o6ODlRWVhqLKoHmN998EwcPHsSqVascg1yjdcCpFG035Hg8U1dovf766+js7MSDDz6IsrIy9Pf3IxgMOu45tA0aVkYejzOWKe2S8mKxGH70ox9h06ZN5lozr9eLzs5OZGZmoqioyNXz4DbqEyW4HK3QPJ6pA/Ki0SjWrl2bZgx13EvnKyeAarI9y8rKQkVFhUNpslzZDDCnjcViaVdnuYEQN5q1ktJrHWzCI7+7WQyPZ+pQ/i1btlgHPs/ecKN0OazRbe5BfX09Tp48iddeew2HDh1CPB5He3s7qqqqEAqFcPPNNzvytEFdjhnYLgkVJSNB0/HxcRMEFrJZKzeeSVli6RiZJhJT16DX19djx44dps0HDx7E8ePHce+995rZRVs9dZ9JebYZp1AohGAwiIyMDLz99ts4c+YMNm3aZILYtnbYBriUqa+4f/fddzE+Po4nn3wSwNQg2LlzJyKRCP7oj/4IpaWlaRZdB7RZrrTVTqVS6OzsxLFjx+D1Th2TK1el8VnwLJOMjDRy46C2EC8VGRsbw+TkJEpLS3H+/HmMj4/jpz/9KQKBABYvXox169ZZZ7Y0cRxSG302PoJK5WBB2SbV0dEBv9+PW265xWHsWdaYVxJ4dzP2Uqd4PI78/HzDN9khkpubazWIQsJPScuo1FbWdPSxliCw4GsBtQVumVm8bUZI3Cq56YOnLHWjtTXVmjyZTCI/Px/xeBzbtm1DTU0N3n//fdxzzz04e/YsSktLZwXHbZDWpjgBoK+vD8XFxaiurkYoFMLk5KS58tsG24WP8rsoCRbKWCyGjIwMxGIxvPXWW0ilUti6dSuGh4cRCoUwODiI3Nxc9PX14Tvf+Q7+5E/+xFg8nkqWMmSdDrcHgMMlGxoawocffojx8XE899xz8Pv9uHDhAlasWOHq0tkMiXYLuP/vu+8+/OAHP8DIyAi8Xi+ys7OxceNGlJWVmYWjGg1olMSoUcphC19eXo4dO3agr68PR44cMYHlcDgMj8eD7u5uDAwMoKenBwUFBeZ+P60cWMZY/njy5sMPP8SyZcvQ1taGaDSKmpoafP7zn0dGRoZ5T7/PY4cNNJfNdZAtKkNDQxgeHsbo6Cja2toQCARw+PBhVFZWoqioCG+++SY6Ojrw5S9/OY3/XK5WUnq8ikKKx+MIh8Nob2/HpUuXcOnSJfT09CAajeKWW27Bfffd5xivetICgDnhVmRej/vZ0Me6wZiZzJ0rKEhDQS2ssVgMfX19GBgYQEtLCzo7O5FIJHD77bebbTLSuTzjxtPLHN+QTc0SpMvMzMTExAT27NmDlpYWdHV14bnnnkNraytuvfVWR91s7RJBFIaLAPGMjiiKSCSCY8eOYWJiAj/72c8QDodx+vRpbN682dw2y23X8YxUKuVQHsyvY8eO4c0338Tly5dRW1uLy5cvo6CgAFVVVSgrK0NFRQV+//d/Hz/4wQ/Q3t5uLvoUvrHyYBTB7dyzZw8uXbqEoaEhZGZmoq+vDzt27MC2bdvwzjvvYHx8HJs3b3bIgO57bX3dkIPX60VJSQmeeuopeDxTS1V6e3tx8eJFdHR0oKurC+Xl5XjsscdMOTYU4FYXKdPr9aKvrw/nz59HNBrFz3/+c0QiEQwPD2NsbAy7du0yMnD27FlUV1cbBc/Eg1X6n5W/3Oj8mc98Bj6fD5cvX0Z3dzcyMzMxNDSEzs5OBINB1NTUpBk9+RM5tN1+w7LT39+PEydOoLKyEitXrkRbWxvuvvturF27Fsnk1Gm1r776KlavXm3QN/c198f4+HjatWYi58eOHcPg4CC6urowOjqK/v5+XLx40ZS7adMmBINBg3jdwhncV2wIbS7sTHRNSsoNIWntyS6EzZpOTk7iwoUL8Pv9WLJkCTZv3ozs7GxkZ2c7XC/ega4RlHZVpBx5Z/369airq0NRURG8Xi8+/elPY2xszBxr6waFuQxe5q9X8kYiERw6dAjBYBAXLlzAww8/jMbGRkxMTOC///f/bmJe3AYdH7CtaeJ6nDlzBj6fDw899BAaGxtRUlKSdnuwz+fD17/+dTN4+PwjaQO7MvInM2mNjY2IRCLYsmULysrK8M1vfhPXXXcd/H4/Ll68iPXr1xuYzgjHhipZHqTtEjDv7u7GuXPnjKIIhULIycnBnj17sHnzZqxfv9563r1WiMwvdiEGBgbwxhtvmJXtsjYqPz8ft99+OwKBADo7O/Hiiy/i0UcfNaieB7OWcXmekZFh0okykX648847zSzyyZMn0d3djZ/85CcYHh5GMjm1debOO+9EVVWVyV8PVukntyNN4vE4rr/+eqxduxaBQADd3d0IhUJYuHChWSIxOjoKAFi6dKkjXGCbIZabYlge2ShnZGTg5ptvRm5uLv7+7/8ejz76qJlsYOTHIMKGrKW/NGpzU2pu9LGXIGg3Rneyrgi/l5+fj82bNxufNxAIODZziuLhdT8MJTk2ouNJUqdNmzYBAE6fPo2hoSG8++67GBkZwZYtW0ww0zbAuK3ynadqvd6po1lKS0vx8MMPIxwO4/z582hsbITf70dLSwsKCgrMSnSpO6+WZ4Vq45EIzSc/+UlkZWU5LLrH40E4HEZ/fz8GBgawdOlSlJWVOTYWC+/ELWF+Cb+l/PLycmzduhXJZBLHjx9Hfn4+KisrkUgk0NfXh/r6+jR3RfOMFYdWxJLO7/cjIyPDnOTws5/9DH/8x3+Mv//7v0dFRQVqa2uNYuMyeMBpJMhlFRYWYtOmTcjKykJpaSm8Xi+OHz+Orq4uFBUVmb1wfKEoL3Bk/gvp5SHcrg8++ADnz59HMplEbm4uLl26hE9/+tPG5VuzZg2Aq/Erdue4j7kuMpiZB/K7GB+/348PP/wQTU1NyM3NNXn29vYiNzc37aZg3SZBbXLTkjbYa9euNWnPnDmDaDSKvXv34pOf/KQ5I43l1WY0eCxGIpG0EJGbjnCja7rBWAupDZFIWpuvK4OEhUP2IKVSUycjyG0rRUVFDoFi5CRlyKkBeoNoIpHAe++9h+7ubvT395tYx+rVq5GTk2NlDiMFfgY4rwjS7Tl9+jTq6+tNmtOnT+P66693HIehp4BtiITzlD+vd+rMqNOnT6O6uhrRaBQTExMYHBzE6OgoLl26hGAwiMcff9xYVRZ6yZ9dP24n91MqlcI777yD2267zaBdcc802hseHrYu9gRgFpXKoBJ+lpSUmGUZr7/+urlEwe/3Oy6pZMSk96bJ4NXxG2lTbW2tQwYuXrzoULKyOFQrIpYvHVfhwQXABOCXL1+OhQsXorCwEJ2dnTh58qTZJzgxMeHIT8rR8sb5yx43W1puY29vL06ePImvfvWrpl0+nw9tbW3GZWWPRr7zBAZvg5I2sfxJeXv37sW2bdvQ0tKCI0eOYOXKlQ5DyHImCkqPD32yKedva6eNrglJ2RhtS6chH/vDctzK+Pi4OVZjaGgIQ0NDGBgYQDgcNjvkH3roIQOTmYQhcmuJLj8jIwMbN26Ex+PBhQsXcPHiRdx+++3mqinZa5WTk5M262BDWDIwpCxGQ83NzdiwYQMSiakbey9cuIAdO3agtbUV4XAYsVgMVVVVKC8vN/mx8OhBoRFqXV0ddu7ciezsbLO4Uur6ne98B+3t7YbfMrC5rra2aJgOAO+//z4yMjKwdOlSRKNRx116skIZmLLyr7/+Oh599FHHANTl6GcyKIaGhnDo0CE88cQTZoDxpQ2ilNrb21FcXGxmqniKfaaZMo9nKt517tw5PP744w4lp6fZhW8cNnCTa0kvi1ZzcnIQjUbx6quv4s4770RxcTEGBwdx8803uxoffZqoyAC7UW7xvEQigRdffBEbNmwwi54l75aWFjQ1NVlRoUZU4oKxx6InWpqbm9HV1YXHH38cq1atwtNPP41gMIjGxkaHh6PLY0XLsmZDUb9xJMWNtLl4+ncNMT/66CN89NFHSCQSCAaDKCwsREFBAUpLS7FkyRLH1TqixBj1sIvJFk8++VgRsWaDg4M4e/YsWltbjQKMx+MYHx83LtsXvvAFs4xgJksWCoVw5coVhEIh9PX1YXx8HBcvXkQkEsG+ffvMDOXu3bsRiUQAwNyl98gjj2DJkiUOwWI3zNZhsr9s1apVGB4edhzPEg6H0d3djfvuuw+LFi1yWCyZedJKhN0/iWWIW3T48GF84QtfcFi9iYkJRCIRsxrd5/PhypUraGtrS+MNkD5bw3E8r9eLSCSCX/ziF9i8eTOqqqrS7rqTvLxer7n8NS8vzxEQF+J6svzJ54kTJzBv3jxUVlYa/koAXAa8pGXjo88/krZxfI2V8GuvvYb8/HysXbsWkUgEsVjMsWVJPjs7OzEyMpI2Uyp5Sf4s7yIbYnheffVVZGVlYdOmTY5JpL6+PvT09ODOO+9MQ+KaN2Kk+fZiG+9ffPFFPPjgg8jOzkZeXh7uuOMO/OhHP8KDDz6I6667Lk0HMHGe2kVkz2i2dE3uns7cVjhw1Wqya7Zy5UrU1tYiLy/PAeMlHx5INkusNbHEVST94OAg3nrrLfh8U0dmFBUVobCwEJs3bzZxHY7tyM3BvHtbl8XfxX07cuQIsrOzUVdXh8rKStx1113mrjPeFiKzjbFYDBMTE+YuNUZS7A7pOjDv6uvr0dHRgVAohImJCXOA28TEBJqamtJmH/l97hcReClzcnIS+/fvR0dHB774xS+aGIfXO7V5dt68eXj66adRX1+PQCCAWCyG5uZmgxo1KtBwn1H10NAQfvazn6GhoQHr1683PJicnMTw8LCJI3k8U2trPvroIwSDQYeSkTbogcHPPJ6pc+2PHj2Khx56yJFW0LdGGPzHVl8jW5bT8fFxvP7664hGo/j0pz9t+krOHuf3k8mpg/XGx8exfPnyNB4BU25ydna243JOcdWj0SheeuklJBIJPPjgg8Zlkxjie++9h2AwaDZKz8QfcfcYnUo9P/jgA+zbtw/33nsvVq5caRTbunXr0NzcjGeffRbnzp3DLbfcgurq6rRZZFv/s5zomONsaNZKygZB9cAWYiXFzC4tLU1zdyRveU/na5vO1nuOfD4fKisr8bnPfS4NeUndtILlPHkACGMlwMzp8vPz8fjjjzuUi7gRtjUfcjyNHBzG7dZtsiFGeScnJwdnz57FCy+8YIKegUAAW7ZsQSQSMW4r10srPN71Lp+JRAJLly41W1FEyUjdnnzySbzzzjsGLXq9XtTX12P9+vVGuXO7ebaS9yWePn0a+/fvx8aNG7F8+XJjXQOBAFavXo3vf//7mD9/PvLz8xGJRHDlyhV0d3cbgdYGjWWCXVcAaG1txfnz5/GZz3zGHJci7U8kEsjKyrLGAllxMVqST+67y5cvY+/evVi0aBE2bdpk6pGRkYH58+dj7969WLt2LbKzsxGPx9HS0oJ9+/Y5zq3i8oVPIm+M8s6fP4/du3dj6dKlpixRpoWFhfje976HWCyGu+66y8yOM2pi+eK28LIAMTqvvfYagsEgvv71rztOc5A6PvTQQ/jud7+LAwcO4MiRI2hoaMDy5cuxceNGRyBeK0VbOOBfxd3TyMLGbJsSc7NazDxujHYTdZ5aoQBIg8r8rggQC/VMmpzrpH1q6XzdEbquNgXIis3GKz05IemKi4tx7733YuPGjaYdfLa2rBNzQ2XyXS+6k2UfGoJLnYPBoHEh+IZkydPGb41CE4kEcnJy8PnPfx6BQMAx/e3xeLB9+3YsXrwYra2tGB8fR25uLjZs2GCQKitdPZMkZfC189XV1SZYzm2W/qqurk5DDzKIdHxQlCnLplwW8pnPfMYoPEZMO3bswJtvvol//Md/NC6/1+tFXV0dtm7dmiYT8q7tXoBQKITx8XE89thjyMnJcfA9lUph0aJF2Lp1KyYnJ/GJT3zCoUh1XkLSJ6JUxKBkZGTggQcecMiSluu8vDx87WtfQ3d3N4CpI2jkGBZdN8B50CWXz7yfDV3zOikt/Jop7BrZBrFNSdiQjLzHv+u8bGWzMphOsfJzncamxGzM1enZarD7wEpUIxz9aauD3+/HTTfdlGYdefDoOvPgkfpL+3kJAv+m0SrPrAnpGSFGGbaYSiAQQENDg0kjQXLuj8bGRixcuNCBAqRNbrNGgo7EDeUlF7o9Us6SJUscK8F1u3S9OA9pb2FhIfLz8x2zWyyPwWAQ99xzD7Zv326UVGZmpjlTyoYgJB9GHKnU1MTOihUrDNqR35nPW7dudcgb1yWVuupq8bjhHR8270KfRsE8ysnJwcKFCx197IaKeAZZx1+1LE9H13QKAjOBKykkhXPAcCbkwsxi5roJi6TVTGHh5lXqkl7Xl/PXVoNRhZsC5N/dlOJsrYUNlTBP2eILiZWyBSBZiKV8fQGFrie3kwVK6qPPHrLxn4lnjJiftnaLMnI7xkNifKKwWPAlb62UbEF2WQLBZTMfJE9BE5KPTst5aqMh/4urbxu8NqMiaNCmHKQ8PT6EbOOSlQ2nkTpzTEobR5Efjax1eTYQop/puwakfAlPzIY+9smcQlwwKxy++YQX5ElaaSwPehYUmxAIRSIRjIyMOOINIuhM0gmcTupsg/k8SGSpRHZ2tnWXvSa2cnrQSzu0peSOchvEugyeYLC1VfK2KXhpN+/j0+WkUlfXssnRI6xI3PpGTwLo+tmUsA2FCunZMeanKGcuj+NXkp/mg0bL3P9cLxnEPGDdkLaWh5nSMlrk57yuTOcp7RUXX8uXTq9lQfeBrtd0/cLPhTdubWe+Sz56IoDHwHTgheljBc7Zmti0rNfrxYkTJ8xAEOYy+uAgLQDH4HZjlgzS3t5eM0sj+eogp8y0yQwbWykNU0W5cJnDw8Pwer0YHh52MFi7HmJxGVaLYtaKiQeB8Gl4eBgez1SAlEnqz8LIgXyfz2c9foUHF1uxnp4ehMNhRKNRBy9lvQz3g8RiZMZSo2FWJtI2Pkd+YmIiLZbnhha5jSxTshYHgAnsynv6dmh5rg0eD2oxVixfXJaWCSlXPvk5K1Atm5JObgvSz+V9/pTvyWTSHKOiV6iLceGDDtlgsLLX6/5YOQJXr07j/YJCLN/cz8wz7nttbHV/2AymNiAz0TWvOOdK8IDnjvD7/VixYoXjLB1+hzWrhoL8XaMzEfyjR49i6dKlyMjIcKAojoMx+rF1pDBXOhuAY0bq8uXLyMjIQEVFhcmDg+9C7CIwqtNbafiTV9xfvHgRwWAQtbW1RhC1i+c2kEQpyO+ySlxiNJI+Go1icnISgUAAo6OjDsUs9dcxGXnmJsBcR7bavb29OHDggMnfFsznI3ml7/TKcu1ScD6yWXhyctJRF5ZV7md239yQjxgpXkwZjUYxNDRk1t+xPPJg06647iM2Hmwo5d1EIoHOzk6EQiHHKZa8XETS+/1+x/leYjhZ1m0ojpV6d3c3du/e7XBHeXkMy7PkLWu1uD42NK+9FQYe0yHQ6ehjbTC2QWjuNL1fjBkF2F04bWV13mzVeDc6CwITQ3adl/xvc09Y0TEakoGjZxElPd9Ew89ZYJhvIoTcZlZwjJz04kIdKxCrKHEN+V/uuZN2yImhkheX7/P5zPEw3Ad6pkd4JWVIX4v1TyQSuOWWWwyS4PckaM0zkewmy0AQS89IkK/3DofDuHjxollUyPy1fWdFysaUjQYjDuH3yMgIWltbsWLFCoec2GTahhSln7Wro/swkUhg//79WL9+vWOMsVtuUwost9yPNoMvn4lEAsPDw9iyZYtJI4pP+Kzz1uNI6scyy3Iu7w0MDODChQtpylLrkZnoY8Wk3DQguxncWBuCskF/ZgATCwLgXIelA7Q8kPV7XI4uU7ufyWQy7XZgea7rxG3j33lA6E6WAcizZFqZilW0CYiuA7dR3DgmHa+SdspMD7tIwmPNKxnseh8Y149diGQyaRSTPOPLLrle8t3jmdrWJDcq21xLtwti2ViwxWcExK42x4f4u5QTiUQcSxgYrXM67fpxuYw+pc/1Oj+RP705V55rJcBkU4w6TMDxOr1lSocw9Cwj9zmPaY0OhQ8sMxphuiHemWj2a9P5JW/6PXkaBusG2SCf7nCtnNw6hhuoBUsEw6aEtMKR9Iw2bGls9ebyBdlxG23xL/nkjtMzWgKzdfCT0YxGgdq9Y1TAil1bP+DqGUn6LkDOSwwBK1UgfVU7u8Ner9exK4Bdav5kdMb5Ms+5/Yy8tMyw0uBnNvTMA0n6lOujkZjmuaQRvuk6MK/1yny9T063G7iqLHgXgxvZDJpupxBvRbKNO+2iiyzq46NtaIjHj/zGB95p3k3XJqZZKyktkFxZPYh5wOp0Xq/XbCwOhUJmcZy2FjxIuOOlA1jp6HpK8Le7uxsjIyPo6upKY7RWRrxhkoOd/FwjMo/Hg76+Pni9XuOqyLk+zDOtzEV4bZ3EbRXryoOTBx2jHjlNQpOG73oAc1+Joub4jFhZGYws1PIbK0VuL6NFRqUaZep1dVJnW/yDYyYc/OX+FNnQMSQh/Z0HjHZZ2BjbDKmUI/3htqZL2qsNMysY/mRFpg0oywn3rR5zzC+Ov2pPROrFsUktb5r0thrmq+QRjUbNJQwa9drydKNZKym3DpeC+bu2klqIWFuPjo6is7MzbVBOlz9DWJ3O45mazh0dHUV7ezuGhobQ09NjrtceGxtz1EcjB6kHB8HTmPb/KSW/348TJ06Y9GNjYzh69CjC4XDabJ8NxcinjgOJ9c3IyEBbWxt6enqMEH744YcArsYRWLjlmazRkYkAaQvvL+R4j7wv53rJc9nfKPnqAQtc3coBwKF49cBjIzQ8PAyfz2dcQbm5h1GLlh+RQeCqEmNlqZFgKpVCKBRKQ7cyMDVa0OhGFCDHhGwoS/JjN0kMonbpNNJhpadlg9utjZnkE41GHXE1m7LRf/KO/G9ToBqR674VHojMaRAh5HZJhqT9jSMpXYiNeUxy2aRWVGJxhoeH0d3djYsXL+LIkSM4cuQIXn31Vbz77ruuviorFu4UpmQyiQMHDqC5uRnhcBiXLl1Cb28vTpw4gT179mD//v1oaWlJg7uM0OSTrbeUzwMmmUyit7cX7733Ho4ePWqOZ9m1a5fDRdDCqi0J56kFIRKJ4KOPPsLRo0eRSCQwMjKCvXv3ore3F8eOHcOJEycc9deC4uaSM0WjURw8eNDRdz6fDydPnjQzhrIEgGNoDOX1UgJ2Lxkh+f1+nD592sQ5urq6cPjwYQd6EoUpA4CtvigkaQdbc1ZGmZmZOHHiBADnrG0qNXWeVXd3t2MA8rvSJv6U8qTfBTHJPkopw+OZ2jpz4sQJBwLWPGfXTuqg0Zx+RyuM48ePm+UYNgWl46xsFHWIQqM4KeODDz4wwEMMJwfahbS7DExtYOdjeDSCnC1dU+BcKx3NPE6jBZTTiRUYGRlBbm4uFi9ejLa2NjQ2NsLr9WJychJZWVkOK6PRjw4+SkfE43Hk5ORg+fLl2LdvH8rKylBfX49jx46hsrISTU1N+PDDD82OcQ4Scl56nYqUywKUSk2dCLlt2zbs3LkTgUAA9957L37961+nvatjSlweCxgrT/m9qqoKvb292L9/P6qrq9HS0oIzZ85gdHQUGRkZqK2tNZtp9WULbLnlT9ejr68PJ06cMMc5nzlzBgUFBejp6cGJEyewZs0aXL58GdnZ2di+fbvhBbeB+5hjUNL+/fv3o6enB6tXr0Zvby9efPFFrF27Fh0dHRgaGsLBgwfR39+PWCyGG264AbW1tY4+4DJTqZQ5PobRi8fjQVtbG5qbm1FXV4dQKITXX38dCxYsQDwex4IFC9DS0oLKykrU1NQ48rShFnFXpEyddmBgwMjq4OAgysrK0N7ejqKiIlRVVZnDAVlZaZnmvN0QpNSrq6sLJ0+eRHZ2NubPn49Vq1ahra0NdXV1aQqR3TZ+zmutdFkiE++99x4qKiowPj6Orq4uxGIxHD58GAMDA7j55puRl5eXJkNSJrcrGo069hwy2QCGG33swLmQhnPsXmg/WRoi7p7MGITDYQDpZ6PbkJs84wV2jCK8Xi9CoRB6e3sxOTmJsbExtLe3A5i6p663t9coQFamQtpaMpSVT34up2UKL/h/7epxx/DA0kqePwGguLgYFRUVGBwcRG1tLaqqqpBMJlFTU4N58+Y5YkNa0DWq0ug3mUyioqICCxYsMG5nLBZDW1sbduzYgbq6OkQiEdx8882GbzxY2UBoBc4UiUSQl5eHgoICVFRUmIMBA4EAduzYAQDIzs7Gjh070NbWluaicZukTLb+8r2rqwuBQACFhYUIBoO444470Nvbi/7+fni9XgwODmJiYiIN5Ur/cX+JjOpZOvk9KysLp0+fRnt7O1paWnD69Gl4PFPnmcmBhxp5c7/oiRFpo5YL4fn58+exZcsWDAwMoLW1FT6fDx0dHa6AQNrAyzrkeCKtCCWPeDyO7u5ulJSUoLe3FwsXLsSRI0dw9uxZrF69Gs3NzY4xaiN5Louobe6gRvzT0ce6HNQG17QysWlJfs/n85kjceW+eY6l2N4RkqlURh5c9sKFC9HV1WUOGOvq6kJjYyMmJyfR3d2N5cuXp7lWum0ej8e4rNw+Fp5EIoG6ujrs2bMHS5cuRSAQwHvvvYfS0tI0JCPfeeOuVlg28nq9OHjwIAKBAK6//nrs378fbW1taGpqcgSPJX+bgNuUBs+2iVuZkZFhYniVlZUYHBxEf3+/2Rqk2yP1Y/7p/pA61NfXw+fzOa6YkrJDoZDZgqSvO9MDlWVA9w0AcxnGkSNHzBleMqkhpzDoZQW2/FOpq0ffapQiAyw7Oxvj4+MYGxtDdnY2BgYGUFtbi3g8jlAolHbeOPOdlbmUzfIgaTnkEIvFkJub61g/J+3hvDQxUpMV7baZSvEg5BjkyclJDA4OorCwEIWFheYAQpt3pL0s8ZZsS1mula55W4zNnWOoJ2ltFl0qPzo6iqysLNTU1CCRSKC+vt6kkT9edaz9d5vA8MAsLy9HZWWlSV9dXW3yr6mpSUMvYm301hnuDL7Tnt+7/vrrAVxFlHIUiBZGSSPvsZVmEj5KfZYuXYoFCxaYUzoLCwtNzEDaxDMtUj+9vkZ+45k7eT8QCKCiogKlpaU4d+4c5s+fj6VLl+LDDz/EvHnzUFVV5biaSeonfeGmbLlvZLZ15cqVGBwchNfrxbx584yrV1dXZ4LpxcXFaXKlUZqWCWl3T08POjs70dTUZLbnyHnsb7/9NrKystJcMOknrUwkhsaDTw/G2tpacw58YWEhioqKsHv3bng8HjQ0NDgQig05ayMzHcIvKCjAG2+8geHhYTQ2NmLXrl2ObVsiYzYFJH0lbWLlyJRIJJCdnW0OG4zH4ygvL8fo6CgSialTdW1o30Zye7Fu27Uqq2tSUprclIQIMQ90HkSy1YRnQPSskazd0W6LCBcLryYZlPpdLeg6T26X/M/H8kqe7HtrmM7lcD04rZ7mlWcyha2VjpxrnkwmjXWWdwA44DwH/FkJsnssLrcEw5PJJFavXo14PI4bbrjBWOpbb73VMQEiR65oWdAKUvqfZ8cWLVpkjk+WixdqampQXV2NJUuWmPONJicnsXjxYselCVqhsLunB8ySJUvQ2Nhopr6BqWueUqlU2nVPkj/3BcsGhx+Y3zzgrrvuOoyNjSEYDBqEeOeddzrkVIwDjxVG0rYN+HoHQyKRMLdI79u3D4sWLUJdXZ3jCBjOg40J10MUB5ct8pZKTR0Ps379egQCAdx1110AgNzcXFRVVRmjqcecVuJSPse/dL1mUnBMH3tbjLaY/MkxBBlcrBQEest+s4GBAZw+fRrFxcXmNlkddxAGa9jM9eIydd08nqsLERmFSH04HxvTBf3orS+Sn3SKVrZSjm6TBGX11hSbcpVym5ubsWfPHuzYscPcjMLt4gkFsd56ixJPW/N+NuanbVJCBpUN+bFyFj6IkhFB5fZHo1HzXdwxbjcf6Mf85LJsyEfqoAe5x3PVdZc/vceMid0vRmzaO5Df8/PzrUiBy9NKS+qkA9xsmPUg93imZj3XrVvnmLGUtNrr0DIr/S9KioP5ejwlElcPxuM+1MuLmGcaZbqd7KBR4kz0sS5i0KQHpVYSWqAuXbqEDz/80JypnZOTg4mJCbz44osIBoPm1gudpygDv99vbn6xrS1hxsizeDyO0dFRXLhwAV6vF2vWrDGwV7tdtrZKJ3F7uBwtzFpxS/58wqUeIPKcBZf5UFZWhtOnT2PBggXmRuPu7m6sW7cuTaFywFn4xtZc3E2PZyrQm5mZacpNJK7e0CwXL5SVlWHz5s3m9hauNws8ux08SyrT0VIv/p/7ije0yvvaPUokEmaNlV7pz7yMRqN44YUXcOONN2L+/PkOt8qGCLm/5DfuA0ZuOu7Kik9vLWHesMKXvCcmJhwxNr0dSOoMTO0nfO6557Bhwwazp1AbV+E/y6K0ORaLpc24aeXLJO3Uhp1/1wZZPmX5iq0MDXSmo2s+PngmRaWFxZZGgrL33nsvJicnUV5ejlAohDNnzqCurs5ReWaQXsnOjGNBGBgYwNjYGMLhsLmjLhQKIRKJIBKJoKurC+fOncMjjzxiyhGB0QsF2fXSSsPr9WLfvn04fvw47rjjDixatMja4dpSs/vIA96GDqPRKMbGxlBWVoaCggJz004kEsHzzz+PiYkJLF68GAUFBQ6Fq5WjniFjd+A73/kOysvLzYmTPt/UleHV1dXmRp+3334b58+fx1NPPZXGEx2PZH4KcRzN4/HgrbfeMn1QW1tr+MrxEnaDWNhl2t9NzkQR+v1+DA0N4Y033sBXv/pVR3/yCnrub6kf10cjHJY5qdfo6CiuXLmCEydOYHh4GPfcc4+5jk33BSMXlm2bnOgxlZeXh9HRUezZs8dclABcnQDRBkPkQZ5NTEyYTebCY17Txij7hRdewPr1681t3EzcJ8wvrqsNRDCPdXvd6Jpn97RPrVGMpLENVvmek5ODvLw85OTk4Pvf/z42bdqEVatWwev1pvnYzAAhmaXh5/x55coVnDx5ElVVVQiHw7hy5Qq+8pWvIBgMIpFI4Jvf/Ka56YKJ3VJWRLZ08tumTZtQWlqKF154Ad/4xjdMXIJ5pK22do+0spIBnkxOnS/0ve99D0uXLsXDDz9sbqZ57bXXsHz5cmzZssUsDRALzDBe6sGLX1m5y3S93OLi8/kQDAbx/PPPY2RkBJ/5zGeQTCbR2tqK0tLSNBdI6ptIJMzCQvld6iOwn/twyZIl2LVrF1pbW1FZWem4vZcRmBAH6v9f2v4zOM7rShPHnw4AGjnnQBIgAJIAGMCcRFKBpChKomTlLFuy1uO1J2zth92qra2trZqtralZz4x3bEvj8diWHJQsUbYiJZIiJUrMAUwAiJxTI3UD3UCH/wf8z+XzHrxNkfPz3ioUgO73veHcE55z7rn3yjYbLjJOjYLz8/PNkUFOpxMfffQRkpOTzQ3Xug7t9sYyzg7H3K00p06dwtDQEIaHh7F48WLk5+dj1apV5p5FKTx2O9dU7wBgfmZZcDqdSExMxJIlS2xjctotZl4QuvJxMIwquS2/34/jx4+jq6sLf/3Xf227gKAVl5Z/rpff+ybAo8stISktbDeyZHbKSYqs4ggqSE1NnWdpY70r1oEnhbW3uHL19fVwuVx47733TFBTiCR+vZ31ZMut69VumLy3bNkyDA4O4o9//CMeeeQRy+TLeHliNUqTeiS1ghksJSUFL774Ii5evAiHw2EOv7/99tuRkJCA+Ph4Y+VZ0HXw3Q6RCHJMTU1FfHy85VC9qqoqdHR0mDvaPB4PsrOzLWeU67ikxH0kaC7PMAKWsRcUFCAxMRFlZWWWhElOLeHFE54ru7ww7gfPl8fjQV5eHqLRubsKT548icTERKxYsQKpqanzBImLnkfmx2h07lKHtLQ0NDY24uuvv8bjjz9uOSqHhZN5gQ+uA67H4ESxc/t8ygeHFZKSkjA8PIzR0VEUFBRY7o4URSQGiQP+fNErGxw2Dk6nE+3t7QiFQmYRgJWLHTqPNQ/8rkZfdjS3K7d86J2dJtTCHgtJsYsh3zmdc1d5S/6G3b4/fl9bDm3RuS8zMzNoaWnB9u3bTaBeEJjH47EQWysHbksv50u7x44dQ2VlJfLy8rBp0ya88soraGhoQF1d3by+cR95PPLcjaBveno61qxZg9bWVgQCARw4cADBYBBZWVl48skn56Ebrfg4sK6VlNPpNFsdRkZGMDg4iJGRETQ2NqK9vR0NDQ2oqamxXEwKzD8Zkjc5ixHSDCrF5XKZa75SU1MtezZ1rI77rnlB05Pzri5fvmyyymWu3333XaxevRp33nmnBfHyXOkxaiTAQWC3242cnBzjGkueWUtLC6amplBbW2viP1I4GC5GSRYINDphl1pu+R4aGsLQ0BA+++wzHD16FMXFxdi1a5e5uUaUOysmqVv4nDcYMw3479OnT6O8vNxymamWOT23N3KH7WThz66kblS5VlaaofRzkrzncMwFbdPS0jA+Pg5g/jlG2vXT2pj7pKFxZ2cnQqGQWXoG5mIHHo/H4sOzgtCrPmLNNNwNh+cOKuvo6MCTTz4Jt9uNe+65B6+++qrJOdI0k75L0DoajVqQAguplFAohA8++ACDg4NITU1FNBrF+vXrUVFRgeTkZHNbinYhNfPoDbRaOOPi4uD1es21Um1tbaivr8cjjzwCp9OJN99805IIGI3OPwBQ7+fSBkUXUZAi8NPT0zhw4AC2bduGtLQ0RKPzryWXeZHEXykzMzM4fPgwOjs7MT09ja6uLtTW1iIjIwMXL15EZ2cnVq9ebW5f0ShJG1rmB+3uM+qRxRiv14uXX37ZbPVKTU3FggULTKxQ2tCoSBSFIH09XlH6IyMjaG1tRXp6OlJSUnDXXXehrq7OknunFYNeVZPPZSM594Nla3h4GFeuXMGdd94ZM6YEwOKm3sgF1KDF7rkblVta3bvRd3ZWjv/W/mpqaiomJycRiURw5MgRczmk3fIoKx6eXHEH7NqPRqM4evSoucFYJnFwcNDEKHTcI1bRK0hOpxMtLS0YGxvDgw8+aMZXUVGBlStX4he/+AW+973vIS0tzdIG00AHLLXAy+dJSUl44IEHTB/+4R/+wSQPtre3Y3x8HGNjY4iPj8eqVauQlJQ0L47GrqsOpALXrXtNTQ3C4TD+7d/+DRs2bDCnOQgzSh7XjdCsLsKUIyMjyMvLsywSSAxSlI1sPh4bG8N3vvMd23llpcrGSlaFKysrkZubi7/7u7/D3XffjS+++MK4X/X19fMO9bPjMzYmOvYFzK1OnzlzBmNjY0hNTUVTUxO2bNmCtLQ0rFu3zpI2wCutGiWJ0hI3Xq+gsUFetmwZli1bBrfbjYsXLyIzMxMJCQmGvyKRiGWvnF45Y3TIW9aEfmzUPvnkE5SWlqK7uxsdHR0m3UUbP43E7OaeXXZeZLkVRXXTSsouXqSZlH1WTSQu2dnZuO+++3Dx4kUsXrwYXq8XmzZtwj333GOpm4O88pkOqtq5hU6nE19//bVhTHYvW1pakJuba9tHJiLXp1HczMwMPv74Y2zcuBGLFi0y/YxGo9i1axcuXbqEn//853j++eeRmZlpCfqy1ZJJ1HupIpEIJicnMT4+jtHRUQwODmJsbAx+vx/t7e14/fXXkZycbOJDwNztNgMDA3j44Yctc8MIS7sZ/K4o8jfffBM5OTnYsGED3n33XaNUJFYkyp3HIfWzIPCcRaNR/PrXv8aaNWtw++23W446Zjq73W6kpaUZoZC67FxtRgvyd0lJCdxuN7744gvk5+cjLy8PwWAQq1atQmtrKz744APs3LlznnCwa8QlliskF5fKxuLW1lZUV1fj1Vdfxbp16yzj1vypBV0Mlj5Jlccodck+V5/Ph+bmZvT09GBgYAADAwNmT2JdXR0eeeSReSEVXikVBW9nFC9duoQrV67gBz/4AZxOJ37/+9/j29/+tu19BXYGhD0QVv7CQ3qMN1P+XUiKhYw7yIUn3s5vnZmZwfHjx/HUU0/hww8/NJtP2f06evQotm/fbukDL6/LBHD+i8Mxd/PK2bNn8dhjjxmBdLvdmJmZQVNTE/bt22eb46IDpMJAgj5EID755BNkZWWZixllYpzOuVuBH3zwQfzrv/4rfvzjH+Puu+/GihUrzMqippXegxaNRjE5OYkPPvgAU1NTKCwsRFlZGVatWoXk5GS8/PLLePbZZ1FQUGChK9Nbx7fYosv/8rfb7cbU1BSmp6fxzjvvoKCgALfddptxlaWvTGM7i69jSNyOy+XCbbfdhsuXL1t4Rq80SnJvbm6uxWDowkmeovjl2ampKXz22Wd4+umn4XK5jCu8e/duvPzyy/jXf/1X3HPPPWaTtvSR3XHdf01Pl8tlrrb/8MMPsWLFCiQmJiIvL2/ekdMyTq2Y5HtgLocsPT3dzF00GsXJkydN+ozsq/R4PJiZmUFiYqJRksXFxZZbmXRemUaIdiut8n1fXx/efPNNPPzwwyZ9YtWqVfj5z3+O//Af/oMJN/DY7H47HNcTcXXRuuNmyp/F3bPrCHdIvzs+Po533nkHW7ZsQVZWlkUry7PBYBANDQ3YtGmTmQTOy5FntRJsbm7GsWPH8NhjjyErKwuRSATj4+M4ffo0nM65JML8/Px5QqtXLABYoLQw0KFDhzA1NYUHH3zQEoiUvoTDYSxbtgw7d+7EsWPH8MYbb+DQoUNYuXIl7rzzTjNOQSZSOPidlpaGhx56CADMjTjyjASZJVGOEa4+4pUDr3KAHWcm80KB0+nE7bffjoyMDDQ2NuLIkSMmcVO71Py3fC+JmbxSJ3QLhULIz89HY2OjRcm53W5zWsD4+Lj5SUlJMbTXq1uygsiCJigjLi4Of/jDH1BXV2e28Eh2u8vlwtNPP41/+qd/wo9+9CPU1NRg+fLlKCkpQVZW1rwEzBshBfn+ypUraGlpwb59+9Dd3Y3CwkKLEZX3rly5gsWLF8/bOC/zLTFKDikUFxdjbGwMy5YtM/lqcXFx+P3vf4+EhARUV1fPyxuUfslvdq25XaaZuH5DQ0P45S9/iR07dpjtNwCwdetWtLS04JVXXsGzzz6LzMzMeV6VndsvK6vcHsup7teNyp/tPCm9WmCnrcPhMK5du4avv/4aq1evNsloiYmJOHPmDJYvXw6HYy4D98SJExgaGsL4+DhycnIsyAaYf18bABPPePTRR5GUlGQUZEZGBnw+H06dOoUtW7ZYhEAQkgRImWHYkrpcLly7dg1JSUnYt2+fyXhmZSPPhUIh3HHHHdiwYQOmpqYQjUaNEPNzwija+glNWdClyPOCyqROu5MpWfHyQoF8JgpkeHgY+fn55kyq8vJyvP3229i8eTNaW1tNDMzOCgoK5TwsGaPMl8PhMKtTkhs1MjKCSCSC3/72t8jKyjIoJBAIICUlxbJ9R8rs7KxxFcUgMAL+8MMP4Xa7sWvXLnMkSSAQMHOcnJyMl156CX/4wx/g9/vR1NSE2dlZZGRkGIEFru95ZAUwMzMDj8dj/u/u7sbrr7+Ohx9+2MRX5XsWSKfTiXPnzqG8vNxCM04F4CuzpN3CwkIUFhYaXnA4HDh37hzGx8fx5JNPYnJyEl988QV27NhhEI7QROZX0IzIIq+iSnsulwuDg4P49a9/jS1btmDr1q3zNvc//PDD+Id/+Af80z/9E+6//34sX7583uptLH3An93IXbxRuaVr1qVyXWLBN0ZSk5OTuHjxIhITE/Hoo4+aQKzL5cLWrVvx3nvv4ejRo4aYHo8He/bsQWZmpqlDjtzQEFzaXrx4sckbkgkSYm3YsAFpaWnYsmXLvL7ZxSIAq6Z3Op0Wa8huKU+WKC6HYy6YK0vtMmEcz5H/dR8cDodlEyj3Sb7TVovpw0hD+mZ3UWY0GsX4+DiGhoZw5MgRo/hnZmZQUFCAlpYWXLt2DbOzs/D5fCgqKjLCxekcouxiBUWj0SgOHz6MkZER9PT0YPny5SgoKEBqaqrZHwYADQ0N8Hg8Jv7BVlgUrc6Rku+OHz+O3Nxc3HXXXQiFQhgdHYXT6cTExITF4mdmZuKpp54yCbDsdmqaCS/K9yK0165dwx/+8Afcf//9qKqqQigUQkFBAY4dO4YVK1YgMzPTJByfPHkSDQ0NuP32202+Fit0Rnscx9HG5Nq1a7hy5QqeffZZxMXFmRSKn/3sZ3j22WfNooSmvTZyjMplLEePHsW+fftQXV09z+uJRucWuZ5++mm8/PLLeO2111BaWor6+nosXLjQpF7ownv/7Aww8/Q3lVtGUjxo7dbx31qJpKamYtOmTfMsBgBkZmbimWeewfT0NILBIBISEsxqBwuxWG0ROk0AXrkS4ZFJKSgoQEFBgcXSMKLhevgZ/q2XosXdY+aW8XF8gb+3S6TjyeL/tSWSMfJRtRrB6qC4zBsjLPntcDiQkpKC3NxcrFu3DikpKUhMTLQc3SunMv7yl780+V/cPxZyfXIBW+O7774bOTk5yM7ONuPXfXS5XFi6dKlJq2BErmnC8xaNRrFq1SqDYoE55POrX/0KQ0NDSEtLM/PNCFqjCw4uyw9f0RUMBnHmzBn09fXhueeeQ3Z2tnmurKwMtbW1+NnPfgYAZgwzMzMoLS01yFvow8pW8yEbyZGREXzxxRdobm5GdXU19u/fj4SEBKSlpaGoqAitra1466238L3vfQ+6sEvO7p8UOfzvueeeM/2ziwNGIhEsWLAA3/3ud3H8+HEEAgG0trZibGwMiYmJ5lQTKRJe0IaUUd3/EyTF7lUs1CRFIxE7paZjCk6nE8nJyRY3TT7XsQJZYWMkxP3imJVWACz4dnEo+Z/hqmYq9uXtxiYuiM750u4y16mRnR2NnU4nFixYgOTkZIvS4nFy+9oqi0sr+U7Sv+effx7p6emWz+T92dlZVFZWoqSkBCtWrDDj4g3ArKjkb02vyspKC815DmQsS5YsQUVFhQUtslKR39I3Fmjtoufn5+Pb3/42Pv30UxQUFFh4kc9m1whYlK3wSnx8vGWMlZWV2LBhg6VP0u5dd92F9evXm1uiXS4XkpKSzEZ6nl8+Y1z6ogXY4XDA5/OhqakJZWVlKC8vR3l5OVJSUkyfU1NT8eGHH86ba05O1rwk3yUnJ6O6utqiwNiYMeKJRqNYuHAhFi1aNI8n9fOCDgVJ6e+0Yf6mckuBc61U9PfA/FiV/pt9fTulp/OF7PrBRLVDHXqZn9vntjgHhhVYLIbRAqGVot07N6IRZ/5q15KLuMYAsG/fPnNiAdOTg/gc+5L6IpGISeJjF0sYPRq9nlAorrLUl5ycjP/4H/+jJatZ3mVlzLlH0ucbWUz5Tq6Alzo4WC5FMrOB6yuN+hmmrdPpRF5eHp566qmY9Je/Y6VUMDIFYFbY2IjqPopSsvuOUTUrKJkbRjxCg7KyMvzlX/6lyX9iBCrxwxdeeMHEoLSRY3TPsU+WIza2drSSvxkdsbzoc/UFROiQhfa4brbcUkyKJ/CbNKHdpOvOaeGX5+yWfZm4DI31wO18arYosZCgblMrIu6DHWRlxuUJtAsg2rXLz2ljwDep6IlnlKTHpsctCobpxMmUMi5BGrxHkq0i189okVFWNHo9H0eeiZU8q42KHoPQkwVbn6fEylNKLD6N1R7/LXlcUnROl51Ck8+1ByG0j4WWtZvJhicajRo0xy4+K1EOc3C7mo4SJ5ItYlpZ8jvCl9oLkM9ZwekQi8PhMFeh6X7w3Nysovp3pSCwkNjl+TidTgwODpr9XoB1R7lewuRJ4ckRYvGzYnknJycxNjZmqVsTk+NOUuwYUrcNzDFpIBAwp1dqAWClwN9pWkg7rATtmMhOYdsJq9286IAvvyt5XtqNs2tb2tF1sevNbXKfRTEJ0zNKZBpr4wNct8TcJ61cpE7uo0blug4ZL7cdq14ROjsFA8zP/7ITbP7frh1Na/0sK2Dpj36eaa9ppWnBn0Wj0XnbWLTM6MJ943nUqQ8yFyy3cm5VLDrcSrmlDcY6qGaHgtglEuvLfijHK+R/O8ZgRMXtyMrd5OSkuVSU2wesgsZt6aVVu/iIKDc5YH98fNwi8NJPZiCtwDhgzrSSwp+PjIwgPj7eXBqg0Y/8zQFjRkRcJytaprfb7cbAwAAAGJeOY2qMQpgJhW7cliA7u0szJSnU6/VaGJ/7Ji6gRsPSlp3QahdaeEBvV2IFHEu47eqTNqU+PonBbnHFLn4jc2OHruR/O6Qo/ea51zwSC/Fpl03GYEdL+UzSJGIpJz1vdu3H6hf3g48p1vLB476ZcstI6ptgmjSekZFh8jz0+/Kc/K/dG7vn+HkJmstesxtZUrvJksKITr83OjqK4eFhVFRUmGftLJS2uKxQmDEBq1UH5pjgypUrSEtLQ15engXO8/PSf81wHIdgRCWfRSLXryEfHR1Fdna2JdCukZKOifC4OAaotyXJ/7L039XVZRCoFDZEdszJ9XIunPzPRqW3txdnz56d1z8eD7tHzBs8dg70i+KU1b5wOIzBwUHLjTE8lzp1RCs5+Uy+l0UJRh3SrlyQysaVjRLTmn/bGSp+RqdV+Hw+TE9Po6Ojw0J76ZcdveR7NmbR6PVz93UfxP0MBoNISkqaR3stQzdT/l2Bc9be3BgrBB2T0RPKhRUNx77s3pMfeY77xPXYvcPKSnx0TSiNfgTp6dU67YPr8WjaMZ1YCQHX0wqkj6wQNVLQ7WnGZwTF7fb19SE7O9sgKWY4LtqK6qRRpqFGiz6fD06nEytXrrQ9yVLmSKNY/b8oC/251BEIBLBp0yZLv7Uby0LBdNB952f4x+/3o7GxEWvWrJk3h4IUmHZ27WgjwAqV5cfn85mjgNmz0IZDoyemC3+vDYkYK94S43A4TGKwyIJdPdwflmn5rZWP/N3R0YGlS5ea9r4J3Nyo3JK7B9wYqWglxgPlwkQHrsdN+HlhIg232SXT6EyQhV02Ok+sHfzkfrJ10IzGNJB3tDugg47cJiuqWEiJ2+F4iQTQ7QLWgqCYkaRuEXpGBRwIFqbWcRf+DrDG4Ti/SFbyJKFTfvj6JA7Cc//kb41S7OZRoyUtsNKuBGxjZfJzprqdYmGky9uIWAbkfTsh5XnmMbGC0Is0ssGb+6v7J7/tjD3zEY9N85jLNXffJddhBza4rzxP2jDbhRhcLpfZMRALmHB731T+3XlSWstLuZHG1JpZKzNWHsJI2vpxPUxEVl52E8lKzU6BsZKQ93R2s35e+skxHaaL3fMAjLsaiURMAqSdtdVHynK/RFDkOy3YQhMdJ5HPuA6xorpeUXw8v5xJLEXmVDLQ5W8xGrzlRIRd4lr6Rl27MWp6S7+i0ahlXydnh7OgcRE6cYyMUagInMybzBWveDJ/6Rgb85xGF5peseZd6mWkzfLBCo8RPo+R6+V+SF3apRZ0KLysc/iEvpxLx7KvjVwgELClP9PD7ju7cnPXNcQoWoHoRjV0NI3+/5FANBpFQ0ODGdzAwACOHz9u3hM4yvUJgXkSZdJZabW3txtBCQaD6O7uhtPpRGdnp+k7M45Mjvax2YIxY/n9fnNhIgCMjY1hcnISAAzK4PeZTtKO3VlF/L1WDg6Hw3KOkrbufJAetyeuiSzbMxJjpSS0ZCZnYdD05r5pZMN0k61K8j9vhHY6nUZRcwzNLj4ngsAKS6MbETDmBxZYpg1gTQIVFCC8Jd8xv3FcUSsl5qtYho/HKf1hHtfKSgyZNlKMlOxifPIMo7FAIGCC2Zwky++zsteKVOZO91nmkfsvKQh2fRM6/dmVlI6HaFTFheMrdpMUCARw/Phx9Pf3Y3R0FGfPnoXf74fT6URNTY3Z4c9unRZy6ZMdwQDA6/Wiu7sbPp8PCQkJaGtrQyAQmHcujoUY5Kbp2JR2TaR+QQ+XLl1CY2Oj6W8wGDSMqGNlnPEMXLeamkEBmLvZent70dXVBafTiYaGBnz++eemDhEaiW1xcqV8x7E+UaKaQWUP1szMDK5evYqRkRH09/dbXDWtNJgvWLlyYFhoGAqF0NnZacbP22h6e3tN3ER4R7vNokRixcdYyYyMjJh+jY6OGv7SKJsFluN7okiljzJmRv4+n8+yHYiLNoLBYNB8rhdWeDuPRs4SCpHnxfDyefI8t/p9HjPf9WiHXO3QHStDqZ9dem5LyzobVE0bfu+byk0rqViJeBpWshXR1kT+Hh4eNod3ORwOFBQUoLGxEdeuXUM0GkV3d7elfi5i4WRyNcMxob1eL06cOIFTp04hPT0dJ06cQGNj47ygu11bWpHZxSkuXryIEydOoK+vDxMTExgcHERHRwfefPNNcw45u8aA9d49XsER5hUFI9nhvEJz4sQJHDx4EKWlpea6eHY1xRVLTEy0bDZmlMFKROgpir65uRnA3BHLeXl5CIfDOHnyJLq7u40A677qPkQi1qN9NRJtaWkxylaU88TEBPr6+hAXF2c2ZMeysoxAmL8cjrn8OTmauqmpCVNTU3A6nejq6sL58+ctik+/yzzEK1gyD2IE2FUSNH3kyBGzaMD0YNdb6CfjYpdK2rAbsyA5qfvMmTMGhff29mJ0dNRSNyt4/g3MGR8d3+WcLDaaw8PD85AiGyPmaTZ08p3d/HCJhbDsyr8rT4oJbefu2SEoZoSMjAzk5eWhu7sbKSkpKCgoQG9vr8Xq22VQ2xFfuyPyvMvlQkVFBTo6OnDp0iXk5eUZSyJ91/3ThGSmBmAyfwWxrFq1CpmZmTh9+rSxcN3d3aiqqkJKSgp8Pp9RGFI3Q2BBbHo1T/qn0Vx5eTmysrLQ3NyMpKQkBINBg5ykn0I7Dh5zvfy3oBsRvJ6eHly9ehUrVqxAU1MT/H4/6uvrcebMmXmnZbLASqCWLavESuLi4iwB/b6+PhMHm5qaQnp6OrxeryXILYLJ42DXT+go8yMxr4MHD5obaBobGzExMYE1a9agp6cHMzMzaGxsRHNzM9xuNzZs2IDU1FSLeyl8Iy6NuMg8trNnz2Lx4sXo6+sDAHMUz6FDh1BSUoKuri4UFxejpKQEp06dQjgcNiczJCQkWFCgwzF3PhbPP6+yiWLs6upCT08PVq9ejf7+fhw9ehTV1dUYGBgwm76Zj3WwXH7zQoZ8L0hpeHgYiYmJyMjIwMmTJ1FcXAyn02mUb2pqKsbGxowhsQMPIotiXHX7Gr3F8mh0uWkkxdZAf86/2aXQSksIMzU1hZGRkXkp/W63G+fOnZsHn7lNRjQa+bA1CYVCOH/+PEZGRlBeXo6ioiJkZGSYm0O05eHCsS9uk60UAPT392NoaAiZmZkoLi42mz9ZETK6tHPLGJlJ2wLNxdWTtmXvmMs1d+Sw3PIi7+mscmlH3hfG4ZtSRJEkJSWhoqICra2tJr8tOTkZZWVlSE5OtmwRYSPECIv5wOl0GqEUpBAKhVBdXY3y8nL4fL55sRCeaw6myzzJFV7SZ535nJmZiWAwiLS0NKxcuRJr165FS0sLKioqsGbNGgwODqKsrAxr165Fe3u7oQXPFytgcVdYsRQXF+Ptt99GRUUFRkZG0Nvbi7179yIUCmFsbAx33nknJiYmcO7cOXNyK8838x57BDJOMTS8/enkyZPIz8+Hz+cDAFRVVeHixYuYnJyc58LyHDBPAdZVdKb1tWvX0NzcjOPHj+Ps2bOIRqM4ffo0Lly4gAMHDuDTTz9FV1cXDh8+jHfffRft7e22K+jCuwwWeP40krxZNHVLe/fYL+XB6yKW0A5OOxwOZGdnY926dRbXY/ny5XC5XJiamjIbaDWx5W9tCbhu+XvJkiXmKImMjAx0dnaaK44Yrem+cTv8W7uHGRkZSEtLQyAQwIYNG3D+/HnMzs6ioqICU1NTcLvd5lIE7rfUpRWf1M8BY6aBWNSRkRGsXLkSExMTZg6YSWMZDflMby1htHj58mU8+OCDOHXqFBITEzE9PY3PPvsM09PT5l02PnbzoenFboTD4TDH6yYkJKC1tRUDAwPIz8831pfPpdL9ZwPF34nwp6SkIDs7G6Ojo6ad5ORk+Hw+jI+Pw+PxYHx8HG632xzXy8pa8wEfVCjxupGREXOIoiy1i0ERxSwGg1cb7ZQ5Gy5pm5GOLHRs27YNzc3NCIfDyM7ORmZmpjF2vLmX55SRjRRB3mxIAKCjowNbtmyBy+XCH//4R9x777348ssvMT4+jm3btqG9vR2XL1/Gpk2b0N3dbfqpi53iYV63e/5myk0rKQnsxYoVaGbSQi1FhI8VBFsrueQwVpFJEKbQRJEJ8ng8KCwsNG2UlZVZnollfZhJWSlrhZuUlITVq1eb/1etWmUYIy0tzVZgNR0A63KyLtJuJBJBQUEB7r33XkMnuSpb6hc6sqKTz7SrzozDbs6OHTvg8XiQm5trLPnU1NS8Owrt4Lv0g+de+iXuXkpKCpYsWWLey8rKQjQaNbfqcJ12dbMy1HlKLpcLubm58Pl8qKiogN/vR1xcHNLS0tDV1QW/34+qqir09fUhFAqhoqLCoGWeJ6EHu2Gabvfeey+uXbtm8o2+/PJLFBYWmqN1c3JykJubi7Nnzxr0o+OAUkKhkOWYXT3/4XAY58+fR3p6uuWMNT5XzG4VTqMcce0lU5y/S05ORmtrK7xeL1JSUjA4OAifz2f4IBQKITs7G52dnWhvb8f69evn1c2FF4F0n/iZm3X3bukGY/6tkQt/ppGUZl7p5OzsLN566y1UVVVh06ZNFlTAf2thFyTE2w/0apImjvaPpQ/A/Mx2u/HZCY20d+7cOaSlpZmbY4ROOkbDTGqnJNlVFqTHSoHzoOQ4W6mP25B6pA19OQCPSQeKw+GwQRCiWMQFuZGCkjr1zndWVC6Xy9JnuYpcz4v+TBQSf6fnLRqNWq5eysjIMM8vWbLE/J2ammrbb54H6R+jGvlu+fLliEajqK2tNe1XVFRYkltXrlyJs2fPYnJyElVVVZY6NY+JArdTUkLvnTt3IhQKISkpCYsWLYLb7cbGjRttV9W4HZYLbkuXdevWobGxEUuWLEFqaiquXLli5DEpKQllZWXweDy4du0awuGwOR/LrsQyLvyddje/qdx0TEovxcayeKxFuZNakQFzqxp5eXmWlZehoSEMDw9bBILr0e3ZuQXyuUDs6elpdHd34+DBgzh48CDGx8fn9cmu71owdL6M9Kenpwf/9m//Br/fb1E+Iuha2bIiZqHm8Yoymp6exscff4yhoSHzTjAYxN///d/j8OHDlhVBbVFlnuR7nZip541jcZyiwHElnk87hKgRNQsFrxDzvIkS5NUippWeBzvhZLQjdQ4ODqKhocGSMGuHOpj+0r4OBzAPcL8ikQj8fj8uXrxoyf9auXKlOQSP69dyw4mueuzyN7uRnFSqlbceB9OI+UojG5fLhdraWuTm5sLj8aC+vh7Z2dkGSRUXF2N2dhb9/f0oLi62HOltVyRAbydP2oDeTLklJPVNCoMLJ4sxymGfPBwOIysrC4ODgwbGjo+P480338T69euNBeGBcr06y1X65nA48MknnyAUClmOw3W5XPjss88wODiIRx991PKOMKDOwJaDvuxQlhB9wYIFuHTpkjmYTE8gZ+nqPW28FA1cNwbCTAMDA/jwww9RUVEBl2vuwLqJiQmMjY0hISEBb7zxBrxeL771rW8hMzPTsoJp595JHzhXixEf5wr5fD6MjY1hcHAQPT09AIC1a9caN4fRoYybY2pSxL2XVAcdC+TClv9G/GWHfBlBOBxzMZ1f//rXeOCBB7B161bb/YRCJ90HTTM7F0rK+Pg4fv7zn2P79u3mujRBgHZKnBWVuJXcn1hegEb33P9YCkM/oz0V3S7PHSvL/Px83H///bb00P2anZ01d0JqWbjZOBSXW76IQXeIOy3fMXzl+IgoKR1MjUajaG9vR3d3N/Lz8/Hkk0+afCaxNPo9sdLaUrC1Gx8fx549e8zll9FoFGfOnDG3zwDzobHW9FKf/K9dt3A4jMTERHNjyNjYGAYGBpCdnY1FixbN6x+7fPpMds1EAHDixAksXboU586dg8/nw+bNm3Hy5Ens2bMHLpcL5eXlqK+vR1paGiKRiIH0vPrCqIhPTRDrKIrI5/NhamoKXq/X3IbLh/5Lkmdpaek8tMPMGIlEEAgELEFacTvlWV7an52dxcTEBCYmJpCZmWnuX2Srr5WpdjuZP+WyiMzMTOTm5iInJ8ekFUgAnOfZDjnJnAv97BSwKL2vv/4apaWl2LhxI8LhMKanp+ct/kjRSkq7e9ogf/jhh4iPj8fatWsNgmGZkx9OrGVek3HwgoR8xrynUazUEQwG551GapcyI+/KO/r0V93OjRSrLjetpOTojVjWR2tLJrq2tmNjY9i/fz+i0ai5yntgYAATExP4+OOP8cMf/hC7du2yDI6LMK3Ux8Ihn+Xl5aG3txczMzN45ZVXsHv3blRWViIuLs5MNisiHdOyEwpWVJOTk/B6vejt7UVjYyPa29vxj//4j0hKSkJycjIWLlxobtRlKy8MwoiQd9SzFb969SpGR0exYMEC5OXlYfXq1fjqq6+wZMkSuFwuHD16FI8//jgKCgoAXBdUSV2QFSD5jg2DuHTShqRQpKWl4fTp07h48SJeeumlefEuHaiV/nLcSn6LomlsbER8fDzS0tIwNjZmbtsdHh6Gz+cz6Qh+vx9jY2N44IEHsGHDBmOkeDmeDSQrKp47zqFKSkoy15HPzMzg0KFDiIuLw4oVK8y9jKx02H0WpKPHKnzgdrtx/vx5dHd344UXXkBKSgquXLmC/fv34y/+4i9MYqpGnVoRSaoDK1qhYW1tLfbv349AIID777/fMoeBQACXL19GQkKCORtelBXLHM+F8BzLsWTNSzKw9GFmZgb/+I//iBUrVmDv3r0G9QlN7GRTiqSK8Jaem3XvdLml22LY7WHlo7Uia25hYCZQeno67r33XiQnJ5sEu40bN+L8+fPo7+9HRkaGJUeJYTPHHLg97ofL5TIM4vF4kJycbK44ktwdO00ey5dnJSVjbmhoQG9vL7Kzs+H1epGeno6XXnrJsu1GlI9YdlZA8jcLtLQRCoUwNDSE1tZWPP300xgZGcGnn36KFStWICUlBU1NTdi9ezfi4+MtuVTsZnAbQkNxuWRlyOPxYPfu3YZBgTk3s7CwEF1dXaZOKXKQmd2880Zi3uYRjUbR0tKCgwcP4r777kNaWhoyMjJQWVmJ1NRUQ1uXy4WhoSH87d/+Lc6fP49169ZZYjBcNK/xBaBHjx7F0qVLzV2BMnaJq+Xm5uKPf/wjvvrqK/zn//yfLXEZvdgjiojP6xY+DofDuHTpEi5fvozvfOc7SE5OxuTkpHHNOTXADm0I7YLBoDnBkuVLlE1ZWRn+4i/+Ag6HAy0tLfjqq69QUFCAyclJ9PT0mL2oe/fuxdq1a007HMgXGkn7oozZiDU2NuKdd97B008/jUWLFmF2dtasJvb09FiMqsifIGIpbBB5XyqjYu1C30y5aSXFq3PaImjlJZZDnmeFI+/I1UbCHE7n3PYFYU4ZtFg6hvw6WGjndkq9wJxWF4HweDxmuwqjC+47oym9b02e37BhA1wuFwYGBnD48GEkJyfj+PHj2LNnjyWLWbvHdn8zGpE20tPTcc899wAAUlJSsHz5crzxxhsGWYVCIbOcL2hMb6ORumQORMEwEhKaOZ1Oo8Dk2Ge+wFL3V9OdN+qKcIhAr127Fl9++SU2b96MQCBgVhDb29vR2tqKoqIiLF++3CisPXv2WOZT2uRYFbtocgloNBrF8ePHkZeXZ1x6uRknGAyira0Nq1atwuLFi3H+/Pl58RIZE6PCaNR6xrjw/+9+9zucPXsWNTU1+MMf/gC3242enh7U19fjzjvvNEqbeZKNEKNSdg1ljIKsWFHn5ubiypUr2LJlCwoLC+FyufDyyy9jZmYGK1euNNdo8ZzKmGScU1NTRibYbSsoKMDU1JRR+Lytpba2dt7iBbvOUmQMcgICcD22yn2ItZoZq9ySu6ddJCEGd56FkDNs5TMhghw129XVhb6+Prz//vtoa2uDz+fDiRMn4Pf78eijjxqLyIPTPq5dn3QwmJWW7rtmVhZueU6jB/nu008/xapVqxAfH4+ZmRkcO3bMxCbs4LBMsPSN62PBTk5OxuzsLC5evIhgMIhwOIzOzk78zd/8jUnKk76KoAqteVOqblvaZReHA/vynM/nw6uvvgqv14s1a9bgtttus9BbB17ljjlJX2B0l5OTg6SkJExPT6OnpwevvfYadu/ejaSkJJw7dw6nTp3CsmXLjGWWObfrr7TJggTMCUNXVxf6+/uRlZVlxiYbizs6OvDqq6/iueeeQ0VFBbZu3WrqESTJvCT/i7siClGEbt26daioqMDChQvhdrvx3nvvYfPmzVi7di2++uorszUqVgxGu5hs0IWGfX19OHToECorK7FmzRqkpaUhOzsb8fHxSEhIwNTUFAYGBvDII4/Mu6FG53iJZyMpINyey+XCxMQE0tPTjdsoRioQCGDBggW2MmMXjhElJYFz/lw/d7Plltw9u6ItbCylIfBz//796OnpQUZGBkpLSxEOh5Geno5169Zh27ZtiIuLw6VLl3DgwAGTj8EDFEHm+A4PWognyEIUolzHFAwGLTvSpWh0cSMBcTjmgsAXLlzA2NgYdu7ciWPHjuH+++/Hv/zLv2BmZsYIdawfoZudWybteTwe1NbWYmhoCNeuXcPU1BR+85vfwOmcy9BfvXq16b/dNgW2pFIvx5bEneFYjvyfmZmJZ599FkePHsUHH3yABQsWYPHixfNoJX2XrSrSLo8pPj4eKSkpCAQCWLp0KTIzM7Ft2zaEQiF8/PHHePbZZ+HxeDA7OwuPx3PDs7Glbb0H0+FwYGRkBAUFBSaDXfZTpqSk4KOPPjLblyRvTOZCDJi0Kwie6aG9haqqKkSjczdAv/vuu9i2bRsqKysRCATw7rvvYsuWLdi1a5dRaoxIOXjPuXDA3KblAwcOoLe3Fz6fD0NDQ2bV2OFwID09HR0dHfB6vWhoaMDU1JTFkMsBhCybwhcyF2JUmD+uXr2KNWvWWPhPEmJzcnIscsExO5Z/mbNQKGTy0excPLsFhRuVW1ZSdvGnWMiK/49E5nbHP/zwwwiH565Rd7vdZg9SZmamQR9DQ0MoLCxEUlLSvCMsmFF0O+zPyw52uRggMzMTwPW4ioagurAll/+Zmfr7+3Ho0CE8/vjjJjCblJSEp556Cj/96U/R29uLu+++G1lZWbZ+uCAg7RKwawnAIE2Px4OysjI88cQTGBwcxOXLl/HHP/4RGzduRG5u7jxFym3ofXWsqDRNRajEwm7fvh0rVqwwOwG0gpW/haZSJx9GB8xl6Pt8PpSUlCAtLQ2/+c1vTPxLkM/g4CBSU1ORmJgY85YepiMnqQLA8uXLUVlZaQQtPj4eP/zhDzE5OYmrV6/ixRdfNHcMavTKylZ4iPdGsnsmq5ENDQ04ceIEli1bhs7OTly7dg2Dg4NwOBzYvHmzZXWSaaENICtNj8eDjIwMLFu2DOnp6fjpT3+KHTt2mP5mZGSgtbUV6enpWLhwIVavXo2MjAzLvPAmdvYK7OJHwByau3z5Mp544glLuKSlpQV+vx/Dw8MoLCy08Ad7AdqgxAqWax1xs4rqls4415VrBSWf8SB48uV5YXh2yQCgp6cHX3zxBTo6OszmTG3FhAHtktIY0ZWXlyM1NRUNDQ0oLi5GU1MTMjIysGfPnnlH2TLc5smWCeA+OhwOeL1evPfee3jwwQeRk5ODrq4uDA8P44svvkBCQgKeffZZvPzyy/jRj36EZcuWoa6uzmw+lrq0hWMFKJ9PTU0hNTUVU1NTZgXxtddeAwCkp6cjNzfXKPbZ2Vn09fWhrKzMEj/g1UTNFHrFSaycBOOFJrLNh+eY54+NA7uh/F1GRoZJdn3wwQeRlZVlbi6RvrW2tiInJ8fSR+0myNwz38k4EhISTLqEjCkhIQGvvPIKduzYYbbC2PEt0yCWEMnzLpcLV69exaFDh7Bw4UJkZmZi4cKFSEtLw+9//3vcdtttxujayYemt45PrV+/Hk6nEwMDA0hJSUFaWpqZi02bNiEhIQFZWVnzNqZzG/q0A5kb/ZzL5TI7Jg4cOIC6ujrU19fD4XDg7NmzuOOOO/DRRx/hueeeM31gntH843A4LOEIO/ASi/6xyi0jKTtlBcx3izQU5A5yEiZPUklJCTweDzweD2pqagDY31Irz9utugnhJIh46tQpPPTQQ/B4PHj99dcBwChA6Q8rJfnMLpsXmDtq5OjRo9i3bx8cDgd+97vfYXBwEOPj42hsbERRURFqa2vx0ksv4cyZMwgEAujp6UFycjJSU1PnKXgeg3x+9epVvP/++5idnUVBQQGqqqqwZMkSTE1N4bvf/a6hIdN8eHgY58+fN3sUxbXlVSZGbizsen4nJibm3e6skd7NMBoLpMfjQVdXF5KTkzE2NoYLFy7A6/ViYmICk5OTWLlyJRoaGrB58+Z5Y9P9YOQhY7Vrd3Z2Fr/61a+Qn5+PXbt2Wb7jvzlEIWPiI4Y1z7tcLhN/khiPw+HA559/jvHxcTzzzDO2vK/bdTgclq1OUqTd6elp5OTkwOVywefzISkpCUeOHEFvby++//3vG6N+5513Ij8/39YNlyLbqHSf/H4/Pv74Y3PT8z/90z8hISHBbCvasmULzp8/j9OnT2PdunXzcsb0OKPRKAKBgGU/on5Gx3y/qdxyxrm29ixgvALDroC2evKsMBxf3713714zIYxumAjcJ41AHI653JaTJ0+ipaXFoJ1oNIqnn34af/zjH/HLX/4Sjz/+OJYuXWpZprVjKnYNJicn0d/fj/vvv98cJfLkk0+iqakJZ86cwdNPP20mMScnB7t377b0U+rT9NATWF1djYKCAiQmJprbXWZmZnDgwAEMDQ2ZPW/A9fOPjhw5gr6+Pkv2ut7Kot0NrQRkDgYHB834RIj0XPIY+H992J18l5ycjLa2NmRlZSE9PR3Z2dlYsWKF2Qnw/vvvY3h4GNXV1QYZ8hxoPuMMdqfTaRIohSajo6N47bXXkJGRgccee8xW6clnehXWjt+0IhSUJvP35Zdf4osvvsB3v/td4/7HKjqMoM9Nl/Y6OzsRDAbx9ttvY9GiRcjOzkZTUxOeeOIJuFwulJaWIikpCT/+8Y/xrW99CytXrjT1axTHK4qM4iR+JieE3H777ejv78fnn3+OO++8Ex6PB1u3bsWbb76J3Nxcy/5UTTcpsiqs3UBN11iuvC63hKTY5Ykl1Fp5cTCdmVp88cTEROTn55vv4uPjze547X7Z1a+Zd2hoCA0NDcjNzcXjjz9uUAcAJCYm4tFHH0VpaSmam5tRV1dnEVw7AeSSlpaGFStWWJaoI5EIxsbGzEmYHAvQaE0sJrdp5xJEIhETeJRn4+PjsWXLFvzf//t/UVlZiezsbLhcLoyPj5sd7PX19aY9eU9QK68oCm31ip7MU29vL0pLS02fdCIoz7U2SnrM8v/69etRX19vTvzUfFVXV4fBwUGUlJTMc7G5CI11W5zhfP78eezfvx+bN2/G9u3bzXsaLdshNeZRNix2Cs7hmLvLbv/+/ejv78cLL7yAnJyceS4Vvy/8KjzEz7Ii9fl8OHr0KEKhELZt24bU1FS8/vrreOyxx1BeXm5ouGfPHvT19eGdd97BwoULkZGRYauQZVFCSjAYxOHDh7FkyRKsWbPG8P0dd9yB3/3ud6itrcWSJUsQjUZRV1eHDz74AL/4xS/w9NNPo6qqyoKEWD6jUWtQ/kZb1/7sSIpzVGIVtrQ8wXbvyUpTQUGBJXnTri47lzHWyk9WVha2b99uJkrv1wKArVu3WvJJtK8NXM/fkmdkLHYuYGZmJqanpy1j5clhIY5VpxZq4Pph9mKVNm7ciKVLl6KtrQ3Dw8MIhUIoKCjA8uXLkZ+fD4/HYxFGQSlsOUU42NLJOe3y3s6dO03KiexdlD5zRrIgLTtXReZDGFbcB55nyWFyOBxYsmSJWf4WGgg6kjFIrIzrl77Mzs6iu7sbR48eRTQaxXe+8x0UFxdb9l9KBjQvJnAfZH7YRRbaCG/I+AKBAM6fP4+jR49i2bJl2Ldvn+VARSlsnHh+eWuKnbcwMTEBj8eDp556CrOzs/j888/x6KOPmt0F8m5cXByefvppvPXWW/D5fJaQgpRIJGKODp6cnERKSgomJiawceNGZGRkGJqOjIzg8OHDJi7FwGH37t3Yv38/fv7zn2PVqlXGxeTCiF3SNhhtaXBxs+WWLweN5f/rz2TCtb+tJzAxMRGJiYm28NhO07LAxUJawHUGdrvd81wHEWC2qrHGLG3ZEVb6XFZWZmAwr6SIMtDj133VLqwdraUfaWlpJrCp6+QEPP6OUY5GqFpIwuEwFi9ebJhMaKlRMfdLK/RYRkkbHg6ySxKpFFYKvN1G8n0k307K+Pg4fD4f7r33XqSmptrmifG+Re4/I3GNhPVu/nB47iz4M2fOIDs7G8888wzS0tJM/bIEz6u30gbHYUU27GQqHA4jNzcXP/jBD0w+1EMPPWSMn/CCtJeUlISnn37a8ACAefwt++lk0UrOI5PxzszMoL+/H3fffbdJeeC5W716NZYsWYLp6WlMT0/bekc6pMEryNIPKTeLooBbvHfPrtgxpJ0wMMFi+fx28DtWsVsNs3uH/XBWOiwEwli6vzcSNCk6QdQOyvI7N1LYUp9W7ry4IMqfxy/v82fareE+SNxMb9q26xcrFh4jB1A5GA/Agr6A60fE6JU3zoeyc7WlbfletqjI96IIIpGIOVBPxid7/mK52NymvkqdjQSjX4mFFRcXo7q62nwnSlbzCbt4mnY8D3rRSWRNYl6iWDRd9AKD1KdDDXFxcQgGg0hJSTGZ4lpJxMXFYdmyZZb+8xzK/CUmJpq54DExDwqtpNgpL20sblRu6RSEWMJrpyCi0blEN0lcY5in9/jwwL4J3cjnkpUr/+tcIO6X/hu4zuCyM1+skJ1lk75KfxnJaWSh29LfsdJgtCnvCVNxP7Vyks+ZWdklsUNZduiJ2xDXgftoZ1hYqdj1Q9rhgD0vqEh90g/ur6Y7C4LQXpCpIBypi93XaDRqyXwX2vAiiTzHy/92hoTnS9zE9PR00yet/OxcNwAmF0vGySiV3SJWPPJdLOTN88104n6LrInSljb1OLleqUPnE/KPVmQ8p2xkY+kMVuLfVG5aSUmWtt3g7D6TFRYpzJSs+RkS8qFhrJ2Z0eTzvr4+TE1NzXMhAKuroFEUQ2/Z9KvfF6UxNjaGvr4+S3CY77WLRq/fwCF1yXfSB7mQkfsJwKKI+NJGu6V/Fi628LzhV5QoK18AJuuaxyCWVARBFCOPS94VRhUhk7mT+I6sPjLjS/3yudBaC5mea/lbEJPQMxqNmuRO3hfIQiftMn9Jn/koYD6dkhWWnVsifU9KSjK0knHx1WRCVzlql5UXz5nwhb4cg1GzzrZnZappxl6BNlRSl9QrR+fE8oj0HMYyZOLaC8052ZXnQtPSru92LrlduWklJXfVa1+XGU9PyKJFiyxbAOygvTCiVib8jt0AL1y4gJqamnkWnLU91zMzMzPvLjA7IvIVT4D9rnWOn+lYjI7xsLJlRSPC0t3djenpaZPDIu0xRNb9FMHgeAe3Ic9I/6LRKLq6uvD111/Pm1dGO/xZrDalf5KHxsLU19eHrq4upKenW5SCzLOOY8h7PF/cFz02YM5YDg8Pm1tNpA0xFmzBRcHy6ZdagOQ55km3243JyUl0d3cbRMb8ypupmafZiGrFx4sUem+lzJGeD5GNWO49cB1tsuvORkXGKReD6KODuE07gy+KieeQx8RtMj1lXNJvO6Rv57HYlVty9+yEgQcZi/lkQPo5O3T1TYWJJ0pTIwAtZGJ5dWFG0hMWjUbR399vDngDrILPRS8O8N83Ch7K5PFmVO6zflbqYReRrSn3RQt9KBTCbbfdZuA4M6WmCdfHCxBS9JG3InQNDQ0oKCiwXBKhCyupWHwk7XJfpB9+vx9tbW1mQ7LmH1Yc/D3XywFu5lmOEQGwBPLZcPEJB4yw2EXT/RHasrcQDocxPDyMc+fOWerSPMAoWI+P5YGRPHAdSTqdTrPxWi79FGXLSoR5TJAh18t187wJb/ApDHaFwxVCx5spt3RbDDM+EDtzVAfypNhBP67Hzke+0Tu6XbvC6IT7L58zQ9iNQwuRnTK1Q2bcBjOYVmAc7ASsxkC3ze6PblPqZgXKSg24zhR2aJLf130U4dHj0+3wjc03MmhSjx0K5/rsjIi8x6c+SOF4jn4vVhZ7LNSYmppqjsSxey4WX2o0bTf3QntJj1i/fv08uvO4GPlwHXzevl0fgOunh7a3tyMnJ8fE7oTvmP9Yacvigx4Tz4HdvloBBKw8ZS4178SioS63lMxpN1GamOxuSMxCFz1Zdm3YtQdYl8PtLKWdkOh27JhB98MOZdwI7WmFfSN3j/vF/ReYbmchNTLlZ+wUgp1ws5CyorJDgXqsdmMXV4Ctu13f7JhRKyb+n2mlhZP7ohUtKzcei3bd7Qq3zwmj8p1+7kZK2w7d2bWlV0W1KyX1M6/YKUm9F5V5gAFARkaGbeoN01fLj/6e58YOfU1PT+Ps2bOWxQFG/d/EF3bllvfuaXTBRRoWYbObJLYs4iYMDg4iOzvbkkTHBLGbPA4Gc93yTiAQMJZBrC4rTI2mNMNL3ZyjcyNUp+nAbXC/9GcMt/UYNAKMJezSb4bjGk1opMpj1+6fnbLj/kr9dsFV4Pqqlx1y0a6vvuacn9fGRPNCrKLjgppWWrGwAWB62gXA7drSCFQrN92OHpPmZeYRO3dV+sPBbLt+ct8CgcC8HQb8vB0tuDD/aXTEMiTJsWxwuQ4e382Wm766wc6t485rLamZUVuA3t5enDx5EsFgEOfPnwcwl2EMXD9PXddnF+fSbcvzAl8jkQi6urpw9epVw3Q6XiDwl4/Rle95JcNu8uzo0djYaP63a4sZSq/myW9ZrQOA0dFRjIyMGIjf2dmJkZERy3samen69JxwEQEJBAIYGBiA1+tFT0+PhSntGItXLWOhMYllcCBYAs/hcNjc/ivP8M0+dsqZ54KL/M9Xj8vzWllzPzVfSz8ZHbDC5v+5b3qczLPcP+4vK32mG/9/I/eeEZjmUf4RHuY0IumDzC3zj+Zz+Zx5ksfARfbt3Qilx6JJrHLTSioWWuAOM8Nqt0UjCFnNOn/+PEpKSnDmzBlcuHAB09PTaGlpsUwEE1EY+EbB6Gh07oKH0dFR9Pf3o7e3F/39/eZu+88++8ySUiEKTSZB76nS7oX8tLS04OLFixgcHEQoFMLY2Bii0SiGhoYsZ4TbWRPuq/bhJWGxr68PQ0ND8Hq96OzshNfrRVxcHC5evGgumRgbGzOpHnKm+o2YTX4z0pmdncXRo0cxOzuL5ORkTE9PY3R01CgRn89nG1NgOC91cRa5MDbfVMIMH4lEcOjQIaNwpS8iWHZCxXEvRiLSxpkzZ+BwXE/8FNcDuB7wl5QR4VEdF2RFw2eDa7TD4zt79uw8g20nM9J35jM9RlkBDIfDuHbtmuGPiYkJjI+Pm1t+9LYrbkcjZwmUc2Ejb4fq2Ziy4rUzTFI45YbpZef53Gy5pYxztkRsTVgZ8YBv1CmPx4OkpCT4/X7U1NTg0KFDZu8TDzAWbNTITAtkJBKB1+tFMBhEUlISKisr0d7ejoyMDJSVlWFsbAwFBQWWduzQkraynHKQnZ2NY8eOmT43NzcjKSkJWVlZaGxsREFBgcWqcGGB1e26XC5MT0/j9OnTyMnJQVZWFrq6utDW1oba2lokJyfjzJkziEajaG5uRmJiIu644w7zrh0CYWbRCYOhUAjt7e0oKSkxh5xFo3NHCLe3tyMvLw81NTUoLCycN+cicDwubkfmT/rQ2dlpNkaPjY1h69ataG1tRWlpqUFULLCSWiAKU8YlWe1ykmtbWxvKysrQ3t6Od999F5s3b8bly5cxMjKC+Ph4tLW1IRQKYceOHbhw4QImJiZQV1eHhQsXzhMmppeEJHRsUPowNDSEnp4e43KxguIkTa5T5l1SODRvMNo+f/68OTliZmYGn3zyCR566CFDU96SxH3kuxVlXLwTgOU4EAigra0NmZmZaGpqwvr1603+mx0S0jzF8iPuHqM8Pafy7M247sAt7t2z66h+xk5A5D2uIz4+Hl6vF9nZ2Th58qRZ7r169eo8eKsFWdwGOyJyGwI9Q6EQpqamjMDopeBYls9uzNzmxMQEFixYgOTkZGNR5WykqakpjI+PW3alC0Ox1RKryVY8Go0iKSkJOTk58Pl8yMrKwqpVq9De3o7e3l6sWbPG5K1t2LDB3JMnG4z5CigZB1tWETxhaI/Hg4ULFyInJwcDAwPIzc3F4sWLceXKFZSVlaGiogLj4+Pm8gwdfNWIWdOO6ZeTk4MTJ04gHA6bUzLHxsYsAsRKg5E5M3skEjEWu62tDbt27cLw8DCKioqwYcMGXL16FSkpKVixYgUaGhrMzbwNDQ0AgKVLl6K3t9ccUSJt8YqWxJl0zI7d36amJpSWlhrkLM8yetSKiBWtuL6MPEUBzc7OYnh4GB0dHZiZmcHw8DBKSkpw9epV+P1+c9osGwzpm9Ql9ej5l/fOnTuH0dFRZGRkYGpqyuSWyXHV1dXVCAaD6O3tNRdc2MkEy5y+oIEL80Os8IMutxyT0gyk3Tz5YdShOwnM7Utas2YNampqUFpaivr6eqxYsQIFBQVYunSp5R1WWKyItDLT1k9QU15eHvr7+5Gfn4+cnBwkJiaa/VCcqcv9Z8vKTCTtRCIRnD171twZd/XqVXPM6qlTpzA0NISkpCSDAAS+c86JKApphyG1XGgqRyADc4KZnJyMpqYmc3mqICFRRIyQYqWAaAsrK7FySN7IyAguXLhgbg8RoWNFHssF0EmTMj8y/oSEBIyMjJizsrxeL4aGhmzdVG00OHlVFEo0GjV708bGxkzmvBgEuYghOTnZJGby8jorEB3jTEhIMApZB9HF7YyPj0dRUZElZiOIj+u18zZEIbHbykI8OzuL/Px81NfXo6urC52dnQgEAujv77fMO9ON3WsZI2fZs8z09PTA4/EgOzsbMzMz6OzsRElJCc6fP4+TJ08iJSXFnPTgcrnwySefWJQhz7Pwhmxk1kaSn2VFejPllo5q0clu3LAuzKx27k40GkVqaioikYhBG/Hx8ZZrl7TCYMbXQigoSRDL6OioOWLX4XBg0aJF5jkegzCpBG1ZCdtZdOC6tdy2bRuAuXOmsrKy4Ha7zcmTHo/HYlEYuUk/tXvKCjElJQVFRUUoKipCSkoK3G43EhISkJqais7OTtTX16O4uNicZMpbIKS/sVZ8tCsQDoexbNkyRCIRVFVVYXx8HIFAAFlZWZiZmUFaWpq5r5C3dHDmdDQatU3kY2YUtJSamoqqqiokJCTgzJkzKCsrs6AURrscN0tISDCXycpYwuEw1qxZgxMnTpgNxi6XC0VFRUbZVlZWGgNRVFSEoaEhNDU1oaysbB7KZBpy3FLmUJSiIHmJb8lWIKGR1MkoR+jBfBgL2cszg4ODaGpqQk5ODuLj41FZWWkQllxLJf3kILsUqZsPkZS+B4NBc/P25OQkioqKkJ+fj46ODhQVFaGgoACDg4Nwu92orq5GW1ubMYB2h9oJjXgxSObJjr438sq43PK9ezrOYQfzxSrYoS5+h9GJ1+tFTk6ObTt2rqO4cUwAdgsrKyvhdDrh8/kwPT1tbi1mXzwajca8DUSe4R/tbojyAObOHJc65W8ufEwHW0w7Gom1LyoqgsMxFzMAYOC9nNUtyElSKxjJ8LwxbfT30o/CwkLTL77ZVxSFHAfLroIgLJkLjWpFQfHKHjB352JmZiZCoRA2b95sQXjaPWJkyPwjaSUAkJWVhTvuuAMzMzMm2z0vLw8FBQWoqakx74ZCIRQVFZmQgo5HSeG2BWWGQiHLUcGCsNauXYu4uDhs2LDBYvC4Lp5rOSNMxsk8IfRiPtq7dy/Gx8exceNGDA4OYmxsDBUVFYZ+QgMxGNqwy3esNGXMRUVFOH36NAYHB7F+/Xo0Njaip6cHixcvRnd3N4LBINLS0hAIBHDo0CFLDE0jdBm3nFvFIEMvumh5+6ZyS0jKrmI9wVqJ8d9MJD7MLRKJ4PDhw4hEInj44Ydt3S4mhmZkba2YkFNTU/jFL36B++67D1VVVfP6ateG/ky3L22wcrxw4QLKysqQlZVloQEzLAcTmaHtlKMoP3E7hCFZyTIdeG5uNEfSJqMsETjuq/RL59ZIXcyIwPUd87p/2rUEgJUrV1qUtV4YER5hNC5HTPt8PktdbPw4lhMfH29xc/j0BL58VNrTQiRjlDoYqUpfeY+anSHlDdBCK6GT0EVcUHlOX3dVWlpqbmrJz89HQUEBHA4H8vLyLLdX89zyHIuh0aeRyPi2bdtmnpctYC6XC/n5+XA6nUhMTDQnz0rsVfqqgYfD4TCb/u28H620btbdu+mYFKfM27lATKhYEFeKw+Ewy95dXV3mbq+RkZF5frlWWGx19SDlOxa23Nxc5OXlIRAIIBKZO+rXrq+6DjuBj6WQnU4nmpqa8NOf/tSsbgh6AKzpGxoesyKQ/vBPX18f3nrrLRPnCIVCJv7S0NCAzz//HENDQxaG4cICIsIfizkYnY2NjaGlpQUdHR2WZ3h+5FkeaywErF0Dt9uNuLg4hMNhdHV1obW11SBGO75hBKCPcGGXMhwO46c//Sk+/PBDQ9eJiQkcO3YMwHVEy8iOY4N63hkFcn/YtZI5lGd5o7Ouk91BfTGo1Ms8wcH36elpS7A9Pj4eHo/HnPMkV3CJOyr9sFNS0ieOazocc4sEk5OT5hZrj8eDxYsXIycnxxiXWK4rcP3kDD3/MhY9lzdT/l3XrGuLwoUnxG6/lGhQt9uNlJQUvPbaa3j22WeNpeB4TSw4yJaIP+M2vvjiC2zYsAFxcXGW65MOHjyIyclJPPjgg0hLS5u3qqbHzGO1c0GEgaurq9HV1WUOdjt37hyqqqpMgF7e0zRihSRF6DM1NYW8vDx0dXXh/fffx+bNm/H555+bQLDL5cKFCxfw9ddf44c//KFZNrYr3wStvV4vBgYG0NPTg6tXr5rAvyxssJHQBoNREQfvNT2DwSD8fj+8Xq+5Yr27uxvh8NwFsdu3b8fGjRstCC2WK8ZKhD+Li4tDdXU1vvjiC+zatQtOpxPXrl3Dq6++CpfLhXXr1ln6DFg3jGtUyvMTy0Vxu92Ynp7G2NiYuWnFbuHCDvnrq5/0XMmqLQA0NTXho48+wve+9z1kZ2fH3OfJ7UkgX6NkOxmLRqNobGzE7373Ozz77LNYunQpIpGIQXB2bp5uNykpyaBeKUxrPX83U25pW4zuVCyUIc/pSeIyMTGBJUuWmEtAZ2ZmUFJSMm85XrfFbkqsXdTDw8M4efIk6uvrERcXZ+6mdzqd2LNnD9544w1cvHgRmzdvNn1nweAx8cRoaH3x4kV0dXXh3nvvRVpaGpKTk0185tChQwgEAti4ceO8dyXmJArbzjo5HA78/Oc/x44dO/DSSy/B7/cjPz8fTz75pMW6xsXF4cqVKyYlgRWGHou8o/sjq5Ojo6M4duwY7rjjDqxbtw4pKSlGCej9b+KOaCHkJEx53uFwYHBwEB9++CG8Xi88Hg+am5vx8MMPY9++fUhLSzMogOef0YidIte8IZ+XlpYiOTkZTqcTfr8fH374Ie666y7U19db8tw4WVSv8ukf+TwajaKtrQ09PT0oLCzE8PAwOjs7MTg4iKGhIQQCATzyyCNYs2aNBcGykWd3h9164UMW6HfffRdOpxMPPPAAFi5ciPHxcZMOolE3KyymD9+kw+PQxsbhcGByctJsoeE4oJ3XYqeAJyYmbL/n57Q38U3l370txg7qMbPouAe/F43OZWX/5Cc/wfT0NDIyMjA+Pm6unpLtKXaCwUzDPjkzc0dHB1JSUpCUlGT8ZLFsHo8Hjz76KFasWDHPOmpXSCabM9F5wiYmJjA8PGyYUVzQoaEhAMCqVavmrUDyeDRi0IyQnJwMr9eLlJQU5OTkoLu7G/v377eMJzk52XLFlSgKPVdaCHmeHA4HNm7ciL179yIjIwOLFi1CamrqPFdEMx4zsc6g/sibOwAAu7ZJREFUlrrlvcLCQjz33HP4m7/5G7zwwgtwu90oKCgwRioajcLr9WJqasriPmq6aEOhEV04HEZKSoo5gO73v/891qxZg/vvv9+W1qy4uU4dyJY+ORxzV52/88476OrqQl5eHnbv3o3vf//7ePbZZ00+noyfDYZG5uJpMP/qGM7SpUtx4sQJkx6SlZWFkpIS0yepR9NFeFeC2bzSbIfegTlEeebMGezbtw9FRUXo6urC+fPnce7cOUxNTZl3uQ1uOxqNWlZkY6FDkbMbHevC5Zbv3eNyI5/SbjMj11VZWYk9e/aYQKjf70dycjJ8Ph+GhoYwOjpqboZlV4InVgjBgehoNIqqqipUVVXB4XBgbGzMJCrK93xxIfePLQwLCSfzsXW/dOkStm/fbqnH4XDg5MmTKCgowJUrV1BRUWEOtpdJFfqw0hNhkCVcGVNGRoZFaI4cOYL6+nqTEsDn/MhzfGqkVk52cQIWRml3fHzc5OakpKRg/fr1RhED19EgH7YmdJNx6MUBp9Npls9dLhc6OzvR3t6O0dFReL1ejIyMIBwO484778SWLVtMn0QBMs34Bhjp//T0tJm3+Ph4HD16FGvWrMGaNWvM9h6/34/U1FTjlrPQ8XlhOmzB856eno7U1FSsWLHCJLg6HA6kpaXB7XajvLzcYgC1sheaMC9rfpQxZWdnIycnBx6PB8FgEJmZmYiPj8fk5CS++uorrFmzBikpKRa0q5GKrChqHohGoxgYGMDw8DD8fj8GBgbQ2dmJSCSCEydOmFiWx+PB6Ogotm/fPs+7iQVW5G/OBdPlz34yp4aF3BmOrfAAdHE4HBgdHcXk5CRCoRD8fj9mZ2fxySefwOv14tixY3A6527elY2nd9xxBxYsWDBvwsVKcb+kD0lJSeY7v9+PEydOoLy83GRsRyIRrF27FoWFhfMOPpN65DcHTRmmX7lyBYWFhThx4gSuXr2KFStWAJhzNQcHB/Hoo4/i4MGDOHXqFL797W/PoyFbO+D69gERZHF9eNm7s7MTVVVVxi2WIit/rGyYHiLMjAqk3enpaeNC9PX1YWJiAm+//baJe2VnZ5vtPTyP3G/pM3B91U/6MzQ0hK+++sqstiUkJCAlJQUOhwMlJSXIyclBamoq4uPjMTo6iv/+3/87xsfHzfsiFBI4luRSVswSiwqHwwgGg+YEjMTERAwMDOBf/uVf4PV6MTk5idnZWRQVFeGFF16wxNeYf/WKILuI0jYfwTw9PW1y/JKSkoxrJWkBdjIi7/I4eDyzs7OYmprC4OCgCYTPzMyYFbb9+/fj3LlzSE5Oxvr16016gI6VSr95/pgvQqEQJiYmEA6HcfHiRTz33HPIzs42ypeVMxeeFzv5t/NShKYMKm6m3NLePe02CAFiCbm23BKbOHnyJIqLi1FRUWHcmNHRUTz22GMWt4r9eSEKJ2zyjmtpNxAI4PTp05icnAQAsyrW0NCA+Ph4ZGZmmmxnKbzSwv3XPrt8NjY2hubmZtxzzz2YnZ3FZ599Zr5va2vDvn37kJqaivvuu8+4fnYQmxUvr+aIhRVUJchB9vL95je/wfbt2829cpL9zIX3jem4CLsGXV1dOHToEJKTk01y4yOPPIKysjILKpO/RWjlfHW7mBrnymRnZ+PSpUu45557sGLFCjOmQ4cOoaioCAcOHMDVq1fx0ksvmUReUfgyDmZsvQHc6XRiYmICH374Ifr6+gDMpQZMTU3h/PnzuOuuu7BmzRrLCp48I8pHoz5GARJSYFdN5uzIkSMYGBjA4OAglixZgp07d5rUGuYbUR7MXzpmK8/Ozs7i4sWLOHDgAOLj45GRkWFoOTMzg6mpKfzmN79Beno6/ut//a/IzMyct3dPu358f6MkfkofSktLUV5ebvY7ZmVl4ac//SleeOEFFBYWzjNGQge7eJZsyeLn7WKj/Ptmyi2t7tk1dqPCAiJl6dKlWLJkiWW7walTp7Bu3TqcO3cOiYmJKC0ttbTLFkcGzRsrOcjn8XiwZMkSOJ1OZGVloaOjA0NDQ6itrbXcjiv9024Xn7CglZOU6elp3H333XA6nUhJScH999+Prq4uzMzMICUlBefOnUNFRQVKS0uRlZVlSxvph946JEvGkUgEgUDAXHf+0UcfoaKiAtu2bcOBAwfw4x//GN///vcRjc7lgoky0akZolx0EqeMv6qqytyz19XVBZfLhVOnTqG4uHieqyt0YCETVMXCxlY7ISHBJNb29/fjzTffxL333mvctfvvvx+rV69GQkKCQQPx8fG28RpZVmeaRSJzVz7t2LEDs7OzyMjIgM/nw0cffYR77rkHR48exd69ey2BaaE7hwqEHqz8GBXynAmdKyoqsHnzZpMG4PP5zM4ArlP/cF+4D6Ikly9fjiVLliA+Ph49PT3Yv38/ZmdnzQW0EjvkcTA9ZN5kLsRo8LYiBhCXL1/G2NgY7r77bvOM2+02SaxyjZXIIvMYu8Ns6HnsQk8p2iP7pnJLq3vM6Npt4b+Z+LozPOkOhwOnT59GKBRCVVUVRkZG8Otf/xrZ2dl48MEHzeqSvBdrkOzSOJ1Ok4gGAKdOncKOHTtw9uxZAEBxcfG8uuS9WLCWGdfhcKC4uNhM4IkTJ9DR0WGOTDl58qSJf0nR6EXaZSgsypIFUWIsct327t27EQ6HsXfvXqSlpaG9vR1Op9MoKSm8rG1nTNjKcb+OHTuG9evXY/ny5di/fz/uvfde8z4fHw1cRzhCFznqhusUIS8oKIDP50NtbS2+973vGR4IBoP4/PPPEQqFcNddd1lcb3ZdRDBEUDiJUuaON9tOTEzA5Zq7H6+urg6vvfYaHnnkEaSkpFg220p/hU7i2oigMorUbtr09DSKi4uRmZlpxjk9PW3eibUaphUVX/TASlBiZpLpHhcXB7/fj4qKCnPjt9Chv7/fpCQwD4gMSB3sWsrfZ86cwfvvv4+NGzfi2LFj8Pl8CAQCeP31180loKtXr8btt99ugt06Riw8xfPEXoJ8zzIk/biZctOrezreIYRnpMRWNpbPyRbkwoULOH/+PB544AE4HA7k5ubiiSeeQF9fH15//XWLVeDzlNn9kz7whl0hxKlTpxAIBLBs2TLs3LkTH3zwAa5du2YbrGTCs7/NbepxJyQkYP369XjooYfw4IMPorq6Gt/+9rexZ88elJWVmTbsfHOpRwSDXQxgLqdoYmIC7e3tyM/Pxz333APguqG47bbbsG7dOsOoEhOJtcFX2taukghhS0sLrl27httvvx3l5eXIz8/HG2+8YayjIAv5Ww6n48RCjXjk2czMTHi9Xhw/fhwvv/yyWcFLTEzE2rVrEQ6H0dfXh7GxMYt7x7ykUQcnLQpfioKU23fC4TCqqqpQV1eHH/3oR7hy5YqhMR+sKELLoQVWKlK3zI2gGrkCXr6TZFTpnx2f8dxzCgTPjRip7u5uHD9+3GS7BwIBs+lcwgA+nw/Hjh2Dy+Wy7CnUCFjGJHMjPNPQ0IDS0lKTUF1bW4vU1FQ8+uij+P73v4+/+qu/wpYtW4ybLcqbFaLQh/eE8sqvLuwy3ky5pdU9/bdGC/p5tj7CABKXunjxIiKRiLFwIjiFhYV48skn8fbbb2NoaAg5OTmIRCLz7iNzOByW84WYkbxeL06ePImhoSE8/PDDcDqdSE9Px86dO/HGG2+grq4OGzduNJc8xiosKNJ/4DpSkUmXZycmJtDV1WWOaZmYmEAkEsHSpUvNNgbuq9RhN1nDw8OYnZ0150cxwhALK4sP+oIFLhKTYKbi++lcLheuXLmC9957D4899hjS0tLgcDiwdetWNDY24p//+Z9x//33Y/HixZZ62S2WFUZWFswTImA7duxAXV0d/H6/cUGys7Nx7733wuFw4NNPP0V6ejoSExMt+82kr6IIuV4thE7nXG5UfHw8AoEAmpubsW7dOkxNTeGf//mfUVtbizvuuMPEW+Li4ubVK0XSGNj4RiIRDA8PIxgM4k9/+hMmJiYwNTVlFLa46pzZLmMVfmG54DsKHY65Y2fa29tx9epVlJSUoLCwEJ2dnQDmVhVPnTqF7du3Iz4+HsFgEF9//TW6urosRk4QDh9VxMZXisPhwPPPPw+v12s2+cuZXqmpqXC5XOjr60NhYaHpH8fyeByy4GUnp/9fy00rKdlxLULCwsvQGbiOFvSmUxlQIBDAunXrjF8tjADMEbmkpATPPfccEhMT522alLr4iAtp0+l0orOzE6Ojo1i6dKkJZEp/Fi9ejB07duBPf/oTLl++jNraWtTW1qKoqAiA/T4jVrBSzp07h2vXrpn8E8meLykpweXLlzE7O2uWvCcnJ9HZ2YnHH3/cdsI4nsNFMpcTExPnBVcliPrb3/4Wra2tKC8vnxcwZXpr90OEeWBgAMeOHcPk5CRefPFF5ObmWpaxn3jiCfz4xz/GK6+8gqKiItTU1KCoqAiVlZWWK9Pt6MZtzc7OmgB0SkoKPB4P7rzzTiQkJBjEcOHCBZw6dQoVFRXz3PkbuU7MCzJPly5dwuTkJF555RXs3LkTALBt2zY4nU4cP34c7777LsrLy3HXXXcZBMJtsLK1C2WkpqairKwMO3futNyU/KMf/QhZWVkW5CeKSZQ4z4soBBmTuHRnz57F3XffjVWrVuGdd94xW1Sqq6tx8OBB/K//9b+QlpYGn8+H3t5ec8qDzBuvEnOskvlMxtXd3Y33338fzz//vEFwYvTcbjc+/fRTTE9PY9++fWZhJZYx1AtZohdibRGy41e7ctNKSggqmlkjJf4tQiAd0dB54cKFtn4715Genm7RyHqAbJXYJViwYAEWLVpkCXaywtm0aRPS09PR19dnzjbKzc21uCvSD3Zv+bvq6moUFhYiJSXFEiSVPmgUwIrCbrLsaJGfn49nnnnGvK9XhhITE/Hwww/jJz/5CdatW2ehLz8nhYVEoPv09DS2bdtmgvvSjsQXkpOT8eKLL6KhocGcyyR7INn10laTjRcA1NbWIjMz04w/Li4Ou3btMu5NcXExPvjgA/h8PuzYsWPevEux4xemn8vlQldXF06fPo2Kigo88cQTyMnJMYK6detWbNmyBaFQyKRMcAIqtxtrocjtdiMzMxPf+973TDqAIOS6ujrk5+db6M5zzqt8dgojEolgxYoVWL58ueHt5ORkpKWlmbZfeuklNDY2YmRkBAkJCcjJyTHuGtcpMhofH2/cUp7jaDSKhoYGvPrqq7jvvvtM7qAkUotiffzxx/HKK6/gJz/5Cf7Lf/kvSElJmddnGZts4bHzoniubjYWJeWWVvdkiVgsjygh9qeZUWXyYnVYTxIHFjl2pTU3C7UwJz8nqE4mg5kEAJYtW4YlS5bYojyNBLSwA3Ookk8o5JgP94NdXD1O+W0njFLkyBRhbu3WZmRk4K/+6q8sxy7rdjRteSxiGaXvukgbW7duNXTVcyD0FyGxE8LExERUVFQAsC6+yJxEIhE89thj5khnO5rzGLh9qUPQQ0JCAmpra/Hss8+a88qkMJ8K7UVh32geuAidZRuSKIJQKIR77rlnXj6ZHS9J26IIeEw68XH79u0WtB0fH4+6ujrzPLtezCMyJo4n8kIBMLdj4r777sPGjRsxOzuLL774AgMDA5Z5SkxMxPPPP4+33nrLyDsHw9kgyfYz7oedmxlrfmOVWzqqhRUIWxzZbS2wXuClzt/Q1oMnh//ngKIE43igcmW6dpVYuWmrxcLK9et2xb2UPuqirYKeKK2IuPAqTizYzM/ymDjYyMiQ3UFNW1YksVzXGylkPR/8vD4FgBUGF15JlO/txp+Wloa0tLR5n/P/Dsf14CwbKe5XYWEhXnzxRYuroduVHC8ZG6d6iCK7kcW34wvxMpgOdgLNxkT65/F4bC8hFTnSBsROWWvExttg7OQEALZs2WLqio+Px6JFi/DJJ59g48aNlsWL1NRUPPfcc7aLYcwz09PTJqbJ7fAzzLs3W275clA7mCqML6sQ4hqOjIygq6vLrFgws8qzeslSiMNwUqyCTpLTAud0Oi3xLe3/MtHkc1a8XDSc5bbs0ImuWz/Hn4mi5MPidGHhY4Ujbi5PNruZTAspghYkZqDdKRZMqVvakhiFnfW/kTXkrTmsvCWeprdNsaIDrrundkpPM7nMLQfvNdKS1TwdI4mPj8fMzIzltAFp326hg/vAClj3h8fCY9CI1g5t6NQIpp08zzFgLRfcX0kZ4Jil5hdpZ+HChfhP/+k/WRCo9ga4MGKLRucWaDhWKX3mRQ3u380qqlu+LYaLnWALA8syaUpKiuUEQVmVCgaDJjbAllWUnMQMeAVJ2ohE5hIdJyYmMDk5aRFcYVZ2AZhgzBTipvD45ChYUXiSzS2WUuqX8TOslf7x5xq+i8JmZCrjZAQon8n32m3hpXL5LUKl0YtYSsB6SqN8L6s//BmPgwVRK2R9qB0jANnCogVNxwm5vUjk+iFtdorKToA5psTIienGAilncEsdsuVElLims9BIDKq0JULJbq+0xa6g8BcHpeU5kQdBeGygRY601yB8wa4VAONucbtMI6FdLDmORCJmrygrKfmtQYFOqg2Hw2a1UtfN/GhnaG5UbjkFwc5N0UwjApSQkIDs7GyLpbMbuAxefkQrsxCIgohGo+ZWlsHBQSxatMhiXfSeNl4WFuLLqocQXPJe5Dkh4vj4OFpbWy332cUiuPytvzeEJoTIAt/X12cOLOP3WZGykpSxMhqTdziXhc+Znp6exsTEBAYGBkwbjHD4KilWjNKGFL16w2N1ueauqero6LAsg8scamXK+VCcxsHoUB9G53TOHcbHt+TyNgwAxjjyfjsAFqTIq87SloQQ5F3JpWKjxwtGbHTZKLE8MFqROmSe5X1GthIi4b7KOOU5RlAsb1KXllc2zHZGQQrzNruesUIT2ksRukp/2ZAK/TWYuNlyy9es8yD5f8240hkdW5G/tcsm0JHrt4PYWqOzu8grWNHo9QtIhXCcyCh1i1CySyP9DgQC5uYaaYORkB2z8Di5fsB6eacwr8/nQ1FRkUXYtBDJ54y0+PYWRhGsyFmZcR0sPHauHyswngNRGtIG/y8oVNIKeNsSo0Ox8ixwOqALXFcqQlcZZzAYRDQaNSesyndifHSCp+SI6aV+Tujk9mQ++/r65iFZUSL8nrwrPC99kfcYzevYUldXl6Eb059pxS4du+Xaw5AicyfewMzMjEkKljrlHembjE17Biy/Qhdpm+kp8yxZ8JqnWNa0p3Ez5aaVFAuF9i25sCW064zWxrFiDkw0vSLD2cY8cK3gWFC0+8XMx+MRCy/PsDKS5xld2BWeCPkfgGUxQZSr3ACjmS1WEcXA/WaLxVZM2p2YmEAwGLTcMceCw0iWlQK7SEIbZnCNjK9cuYKSkhILitCoUru58pmmFdOLeSgUCiEtLc1sPeL3AoGAWcTh+KjcNCPv2+UtBYNBxMfHm6u9XC4Xli9fbkE40o6+RVnGyKcmCCoXBcQbxYXGs7OzWLduneFJRvc8bn24I9NWlDOjHf7x+XxIS0szJ8TOzMyYORBXU9Cb9Fn+drlcxiiw4pX556Rmt9ttjuDh2Kn0V7vNt1Ju6WlmbC1UGlXIQOQzLhqNsWLTwT2GiPy8MKNdUie3ozV3LGiuj7Lg79m6MOGZJnbKWurS42frqieMacBFWye7IKRGtzweYUodpxOhYoSkaSSuB1tEbofjPowgOFbD88n1yvdaCDRSkD7pGBMbMR6vHRqR+ljouH1gTplwsFnGp2nLylbmkE+JECXDiop5XBAuywKHO+Q5TqAWAyWCLt9x7I/HKT/p6enIz8+f13emF4dKpN98/AsbRM1/otgEGbKy1G6h/H0r5aaVFBNU/mfGtXP7uFNaMcnf8hMMBtHW1obq6mpbmG83MDuhZCLpZ9hn1v2QYqegdFAZ+GblxPXx8xo5aoUSq2i0JJ/pcdg9F41Gzd4+u/b4c1ZEEqsSRaGXwzXzaqStx8r1S2EBlu/51AZWFKzAeWsPcF3xs7KVOdP3wPH8cj6QlBvNWSRy/eZkPlVAfrh/nH8lSobpJ3FbRr9MR+kHrwLr8Uq9Oq7IiEx7D0xPbWhY9kQBcr3yjDYoHHdkOmpUxW3cbLml1T0uLCCMWLhoAWK3oa2tDXl5efD5fGaiurq6zOWNs7OzqKystEVoUrT218qG+3zx4kUUFhYiNzd3HjzW7+r2NBPy8yxEPT09iI+PR3JyMmZmZsz9e3bKzW6lRSyaCK7AbonhMKJkN02jKFZOrEy19dRjZgbTRkjGqIv+TCtIqUu+06hPnhXXPBqNGqXJQilFULTUJwKikZTuDyMfFk67eQSs8Rr50YFpqUcjfkb5wmvcFtOC64sluIzW2HizorEzNMD1nSKaNjwXMl49V3yNFys++Z8VqSxGcZ0ctL8R0v+mctOnINhVrplea2XWztzJhIQEDA0Noa2tDZ2dnWhubsaVK1dQWlqKhoYGXLlyBfHx8eYoU4bmzGycvqD709fXh97eXnR2duL8+fPo7e3FsWPH0NDQgIMHD+LSpUvzFK2FMDZoRD5nJvD7/eju7obT6URjYyMGBwfhcrmQnJxsy3Qa8mpG5TgbMLdPUBi+s7MThw8fNgqErZddigjXK9/Z0YvbdTrn9j96vd5vrJfnViMsYfa4uDicP38e09PTZseC/Fy5cgVHjx417UiskXfz63FoYZH22L05deqUURQjIyM4cuSIia1In+0WEOyUsF07YiTOnTuHoaEhiwut0QS7ufwZ/9a8wGhmaGhoXswulrHhcck8S5oE01DTVCsrXvSyiz1K4e90IrQ8H8vYaDR2o3LLV1pxZ+22E7Bi0gNj9JKdnY3u7m5kZmbC7/ebzN/ExES4XHNnAbW1tVkEloVN/mYoy9/l5ubi+PHjiEbnVvluv/12HDt2DNPT07jttttw7ty5eVbdjmhct0ZRAHD8+HHk5eVheHgYcXFx6OjogMMxdwtwQUHBPBrGqp8VfF9fH1paWpCQkIDu7m58/PHHWLdunTl22efz4erVq/D5fNi8eTOuXLmC6elpLFy40By1zH0V9MCuK/dJbj4ZGBiA3+9HYmIiJicnMTExgba2NpSVlZmLVe2YTWiuv//6669NXOPIkSMoLS0159Y3NzdjdnYWgUAAFy5cwODgIGZnZ7F161YcPXoULpcLW7dutbhq3JZGAhMTEzhz5gyqqqowNDSEw4cPo66uDrOzs+Za+sHBQRQWFsLr9SIzM9P0WR/WJoFqPl1C2mpsbERqairy8vLMeV+BQAADAwPIzMxERkYGuru7kZGRgZSUFIsCY4XINLNDlk7nXArH1NQUxsbGUF1dbS55SExMNDe66CV9rjsSuX5jskaSmjfEfZ6YmEB/fz+Ki4sxNDRkDorU887ut9QnG6F1mIdjkzyPN1tuaVuMFA2RmUgMAzXxWcBLSkrgds/dihoIBOBwONDd3Y2SkhKMj49bfGmtGIR5tIWSz9jXdzgcSElJwcjICMbHx01WsV3Gt2YaHdDlcYrbmpSUhDVr1uD8+fMoLS3F0NCQSQy0g992RQtcYWEh+vv7kZubC7/fj+XLl6OlpQV+vx/r16/HxYsXMTY2hg0bNuDKlSvmerDe3l4sWLBgnuujFSH3KxKJwO/3o6urC83NzUhNTUV9fT2++uorOJ1zR/k2NDSgurraEitiYySukKCccHjuSOOWlhasWrUKfX19qK+vR0NDA7xeL8rKytDU1ISMjAzU19fj66+/RmJiIsrLy3Hs2DHU1NTg0qVLlu0r0qamv9CvubnZgq7r6urQ1NQEr9eLPXv24OTJkwgEAsjLy8O1a9fMRQ/MMzzvUi8jjJMnT8LhcODEiROorKxERkYGLl26ZHjq4sWLKCkpQSgUwqeffopnnnnG0JiROSt0oZeUQCCAM2fOoLq6Gm1tbejv74fb7UZiYiKOHTuGlJQUrFmzxhyRvXHjRpSWls5zZUUphEIhc70Xt8/jOn78OAKBAOrr6/HFF1/A5XIhLS3NnEUfKxTCfMbhAVZCrAztQgw3U255W0ysIo0zwbVQcx2pqalmR7V0vqSkxFwpDsAkamqUJIFCu1UdVmo5OTlIS0tDfn4+zp8/j4KCAhQUFMDpnDu9UzO9dk/5b86FkeJ0zl0O8PXXXyMUCmFkZARer9cwDcc3uPBigF06w9DQECYnJ1FfX4/u7m6zFCzXdAnjuVwuc1yMHGFrhwq1a6PRaVlZGT788ENDG5nHhIQEpKenW4LbnEwoRY8hGp0L1G/fvh2nTp0yOw84X21mZsYEq8VYxcfHm7OgxDVk/uD29PiWLVuGpqYmtLS0IC0tDXl5ebh8+bKZ6+npaTNe/i300P2Xzzgbf3h4GDt37jQ3q+zbtw+HDx/G7OwsVq9ejTNnzmB0dBQ7duzAxMSExXBrPrMzYA6HA0lJSRgfHzd3KdbW1iIhIQGNjY1YtmwZ4uPj0draivr6eoyNjdnG4hhpSkxK87c8NzIyAofDgZUrV+LKlStYvnw5Ojs70d/fj4SEBGRmZs6jtZ6TSCRi0j80L7CS03L8Z3f39L6wm3GV9ORrpcUKRVs1tm4asXGyoEw4KwJ2d0pKSuByubB27VpLXyoqKswz3CfOB9N914SdnZ1FfX29uWnY6/UiHA4bgZTC7gQHaO3SOJxOp7l/rqGhAVlZWXC75+6oGx4exqFDh1BbW4v+/n4jgD09PThx4oQ5l5xhvHYl+XtpT87nLi8vx8TEBI4cOYLx8XGkp6cjHA6bYzz0u8KcksApbTgcDnMRQlxcHFJTU+FwOJCcnIyUlBQcOHAAHo8Hk5OTOHz4MHJzc80FoTU1NTh37hwGBgZs0Z8oKO2idXR0GDfO5/MZJZuQkICPP/4YFRUVaGtrw8GDB83xu7qw0Mn4OJWgoqICn3/+OVpaWrBixQp8+eWX8Pl85mDGSCSCnJwcfPHFF+ju7jbbviSpWPiad0BohDEzM4OMjAx0dXXhjjvuwOXLl+F2u83ma+GvtrY2jIyMoL6+fp5caMUg7XKOnhSeN3ElhU9FyTH97fgqGo1aVgG1jDP/sRG82XypW9oWo2Eqd14X/b1WanKLitzEKpMoykf+19sbtIDJMxyDkWeXLVsGp3NuKX1kZAQ5OTm2cSEeo/TZLqjOY5U+JCYmIikpCeFwGFlZWZZ3dHYwYF09sSuRSASVlZVYsmSJQUki4OXl5WZ8hYWFiEbndqi3tbUhFAqZz2QsLGzCLOwiy/9OpxN5eXnIyclBbm6uuVZdXJ+VK1darupm5cqZxxyLSE5Oxl133WXo6Ha7sWbNGgAwFzMAMNdcCeP39fVhZmYGmZmZ8xJ6ZUmc6SjtVVRUoLi42MwFAKxevRoulwt+vx8ul8scTaMTYjUa4Vgr72gQtyszMxMrV67E8PAwli9fbpDjmjVrMDg4iEAgYHiB3T2NQhhpMT2Tk5NRU1Nj5gIACgoK4Pf7jeKQkIJ4I1IPz6nD4bCc8WSHaHJyctDW1obz589jxYoVOHnyJPx+P3Jzc41xYvoLj2p5DgaD8+6zlOfYbWcP45sWKqTc0r1731TYWvAgtHBIx3/5y1/igQceQG5uLnp7e02wVo5L3blzp3GdpA8CX8VyaeUJWLdUAHOC8PrrryM3NxePPPKIhSm0i8hZ6nZun86iZf//nXfegd/vx7e+9S1zw4am3Y2Qp463yG8ZZ3NzM7KyssyNxYJytm3bhnB47jZjuxiavK/zxBgdbtq0ySgBPhuK+yWxJ6azXtFh+nH2sR1CFkTEgd3CwkLs2LHD0gdeftf8Jv1zOp0mDCCGic8Gl7gM8yjzTKz5YVetuLgYoVAI1dXVcLlcyM3NtdBRLun0er3YsGGDJUCt51Vva5JnnM65C2Hz8vIQDoexcOFCOBxzeYSy+TcQCGB6ehoLFixAenr6vMsR+PQGznC3G6PL5cKmTZtMP3bu3GlZTZfQi+R9xSpy3I0dT+t5k3HerJK66RSEWEqKI/8s0LE+j0ajGB4eRm5uLvbu3YvJyUnExcWZg+1ra2tx7733Ynh4GFevXjWxCbZmslzNy+bynTzPqypyiuXAwIAFEfCSsoalsjLCE87wXMbjcDgwMTGBP/7xjxgdHUV1dTVmZmYwPT1tUXw8UVwPu4H8jN2q5unTp/GTn/zEWFQR7ri4OHMuOBsGVjRyljePT5QEAOOSaeUlz7JC1nVwn/X/jIYZ0Ymw8tG90qagRxYuEXBmelGA0g5fRiFKrrGxEf/7f/9v/P73v7cgdC52MSmNOqLRuVykqqoqg/5FMTKKTEpKwsqVK5GVlTUP8fNc2q22Cl0kNqsRvNAuMTERt912myWEoRWwzCvvJoiFpmR+ZmdnMTExYZl7KXarulyXoH67BTamD//W4Y5Y5aaRlN79Lowby21hYeYOA3OrIFNTU9i7d6/xedetW2fZjpCZmWn2mukJlr95DxYzfzAYNEIkJxxMTk5i2bJlOHjwIEZHRzE6OopAIIDy8nLs2bPHBJ1FufE1QDL5TAMJmjc0NGBsbAw1NTVYvHgxXC4X9u/fj8bGRnMbrPRXL8/y50w3zvAWy+h0OlFSUoLe3l4zZmY+prUkgUp/Wbj5XXlP9rfJGF0ul9mUmpmZadxIZixWWkJ7UYJ85IlWKDyHMm453oOFWsec2P2SorPShX4+nw/Nzc3Gddm8ebM5O10vfMh8yN/6xAvNd4wy9AkU0j7HoRgtipKUv3k7jjwnypCRoHw3PT2N7u5uXLx4EUVFRdi6datlJwErMc5Q14FzNkKsqPx+P3784x9j5cqVuOeeeyzza6dwuExPTxvFzDRlHmBeFaNzM+WWLwdlIdLCoQVQ/y+dKy4uNvfgSQkEAuju7jYrcnL1Nr9nVzRCGRsbwyeffILJyUmkpaUhKyvLnPq4YMECSxZtMBg0SEkXl8tl2tfCFY3O7cZvbGzE8uXL4Xa78dprryErKws9PT1m5UcmTerQ9OC8EUY8THNGTHLedVJSkhHG2dlZZGdnW2judDoN4wqDaoFmZQvMMdnY2Bg6OjrQ1NRkjly5//77UVxcbJ6Vvoox0Ywo/WXe4DENDw/D4/GYOxV9Ph8OHDiAnp4e7N27F4WFhabPsVaKBClxEfr19/fj4sWL5vzxxx9/HOXl5SY1QSslu8J0E1TOfZCQg3wn9BgbG0M0GjVnkjudTnO0s9BB/hYacQyWFftbb71lXD9JEamrq0NqaiqKiorw5ptvYnJyEvv27bPQnvsJwHgOOu6m5QaYQ9P5+fnw+XyW7wWt6zqkHRkDry7rthid8f83U27pFAR2hxjacyCdByB/687Iqovf78fvfvc75Ofnw+Px4OzZs3A4HPjOd76DtLQ0cz+bZib5jAklbeXk5ODJJ5+0PB8MBjE9PY2hoSFMT0+bmILeCsBFKyV2zcRNOXv2LGZmZrBp0ybU19djdHQU0WgUzz//vDkO5EYKVugqTCrxIoHrp0+fRlFRkYlDdHR0YHR0FO+//z7GxsYwPDyMkZERrFq1Cvfdd5/tFdfCDNx3TVOXy4Wenh5cunQJDsdcEPr2229Hfn6+UYhMe6GJtsY8J0yztrY29PT0oK+vD01NTZidncVf/dVf4eTJkwgGg3C73Th//jzq6upMvM0u8S+Wu81jKS0txYIFCwDM7Qb47LPPcO3aNYTDYWzZssUoArtYlCh3rZy0QM3OzsLv92NsbMzsbJALYpOSkvDiiy+aM/BZNkQR8akGdt6G0+lEUVERrl69in379gEA/uf//J9YvXo1cnNzMTExgT/96U+orKy0GBuNMvk74QWOF+u2Xa65q6yKi4vN+5JrJXNptwggSE97VYw2eax6Hr+p3BKS0j6qXRyFNaWdzylw1u12m9tW1q9fj5ycHJPMmZqaisTERExNTZl3tGYHrPvfmGF5gi5duoSOjg4Eg0EAQF5engkgx4KbjHR0XhC7JN/61rcwPT0Nr9eLxsZGPPzww+YkRRE+u/7Hao/htcvlQnNzM06dOoXdu3cjOTnZLHXv2rULLpcLXq8Xf//3f4/Ozk7LyZG6TalPKy5WNMuWLUNNTY1t/yTmwNsrYvVdo0X5LjMzE2vXrsVHH32Enp4ezMzMYPv27UhPT8e5c+eQlZWFtWvXWhhZL7bwWHS8Rr7v6+vD559/js7OTpOhn5SUNC/7n4udkbVzj6Q/jY2NOH78uLltKD4+Ho888ggyMjKQlJRkQR3sVrPiZuRk15+UlBSkpqYiNTUVk5OTcLvdaGtrQ2trK2pqapCSkmIOlLRrh2mikS17BoJYI5GIudx0cnLSsuVn2bJl8+6o5PrEsxD0ruc+1qLJn311jxmGOxqr3IyWdDjmltIvXbqE1NRUdHd3Y9euXXA45lLsh4eHzSZiuwmNRCLz0AprdafTiZqaGtTU1CASiWByctJcHX0zRU+2ZoKkpCS43W6Mjo6iu7sbhw8fhtfrxcDAAGZnZ3HXXXdh2bJl8+qxa0cjFACor6/H0aNHzc02Q0NDlsssh4aG4Ha78eSTT1ouZGBBYFoLzfSY5FlZLJicnDQIoaenxyyrp6en45lnnjF3y8WK22gF4vP5kJqaiuTkZLS0tJiEyHfffRc/+MEP0NTUhDVr1iAhIcFyhK6dS8J9Z7rK3+np6dixYwdcLhd8Ph/279+Pp59+2iyCyAms+mompo3+nOc8Eolg5cqVWLVqFZxOJ44ePYoDBw6gtLR0HnrRfeP4j/xv54ZJjCshIQFnzpxBQ0ODyeCvqKhAXFyc2YLCc81Gh9vWi0N+vx/nz5/HyMgIpqamTFqHz+dDY2MjysvLMTo6amRrbGwMe/bsmafk2NDxKQxMO05d4JXx/ydISgfQNFG58Od2PqoEKEOhEPLz89HQ0AC3243777/f+PMJCQmYnJy0MC0TgVfgNIRlBm9razPB7XB47oqmDRs2GP+ZGUcv0wrxZblYiNzV1YWjR48iLi4OeXl55jLKuLg4bN++3ShUSYyLhaS0K6OfycvLQyAQMEwtgjYwMICJiQkcPHgQy5cvR0FBwbwLKJihtHsuiry1tRVjY2Pwer2GKcfHx1FQUIC8vDykpaWhqKjIBHpDoZAZk9CcUYgIDM9BJBJBTU0Nfvvb3+LatWuYnp42mdNNTU04efIkLl68iGeeecZYdDsB5zo1D/IKqds9d5PwxMQEhoeH0d/fjzfeeAMDAwNmR0AoFMLdd9+N22+/3cJP/LedQdbzJdui5BJbbfw0QtNHt4ghtYvlTk9Pmy1KFRUV6OnpwaOPPjovIZMXc7RRYveRi8fjQX5+PuLi4pCfn2/uCvzZz36GtLQ07Nq1C9XV1fMWpKQuu9iUfKdPJblRGOhmyy2t7mnX7kaN2Skn+ZxX36qrq1FZWWlJ3ItG51YoeFnTboCy7CwnJYprxkRdsGABysvLjVUIBoNG8DlDluGnTguQvgrhFyxYYPz23t5eXL58GVVVVUhOTkZfX59xmxwOhzn9UFxcVkbSJ7bS3H5KSgpmZ2exf/9+xMXFoaenBz6fD59//jlcLhcKCwtRXl5uUdL8vhR2j+W72dlZNDc3w+/3o7KyEvX19cjLy8PPf/5z+Hw+PP744xbBlX7qWJGMIZarKYz6wAMP4H/8j/+BtWvXmnvqtmzZgn/4h39AcnIyysrKLHsy5TfPhbSn+erIkSPo7+/H5OSk+Yy3dFRUVKCurg7x8fFmpVeMIfOVDhVopcMxTF7yl5U8PYfSZ70SzvzJ9GIZ8fv9yMnJMXmDXq8Xv/zlLzE7O4uHHnrIEkrgVAztVfACAxva8vJycxciAPzmN79BZWUlUlNTDc+KkdaIjwvLmwYKTI8bffdN5ZbPOL+Voi2hFDl+QjosjCFL16JwhGk5iMnKhFdWOJAnbff29mL//v1mVS8SiZjl6TVr1uD222+P6aLwapgkCTI6kGX6/fv3Y8+ePTh79iwWL16MU6dO4dNPP8Vtt91mhFEngLLSk8KMyitAW7Zswfr16+F2u/H5559jYmIC+/btm4dW7FAGF1bG0ejcyRB79+61HKd7+fJlDA4O4sUXX0QoFMKFCxewZMkSy8UGEgxlYdS0Y6blucjKysJXX32FNWvWYOHChUhISLCcaglYFalGIhzIZh6rrq5GamoqcnJykJmZiZSUFMTHxyMQCODUqVNYtGiRxSXi+eB5kHmVvzklhvfw8RwJX8izUiRModESf2e3+i3/j4yMoLi4GBcvXsTAwACSkpJw++23Izk52ezbtNvDKPMpdfJ5+ZrXZPzvvPMOnE4ndu/ejX/5l38x8iiLOjpVQxfZ5sMLWjwWOx7R83ijctPJnFoJ6KCiXYOxNOXIyIhlczFwXREFg0EcPHgQZ86csazE8MQyspL/5RnpEwADY1etWoXdu3fj3nvvxZ49ewDMZQ+LMpTJ5nqEedndZMXq9/vxhz/8AevWrcPixYvNFV1bt27F5OQk/vVf/xVXr161DVZLYSG2Q55utxsbNmwwDCmBzXA4PC+fR/+t69KuDFvAUCgEr9eLjz/+GC+88AKKiorgcrnQ2NiIn/zkJxgeHrZcP8a36jBKk6JjJP39/fjTn/6E733ve1i7di1OnDgBAPjtb3+LgoICRCIRvPnmm8YFks3jWgjtxuZwzG0kr62tNavEMod8freMVdNJvpexMY+JcgoGg+ZuPlZyssFb/pdkyN7eXgwNDVna5RLLCxEeCAaDGBgYQFVVFdauXYt169YhMzMTZWVlSE1NBXBdqWsvgJWEzJXMnYxDSjAYxO9+9zvExcXhkUceMcZYVjglFiyyycFv7n8kEjFnqDNf2ClHeeZWyk0jKem49nM1tOffujPSySVLliAQCGBmZsYCQR2OuaX92tpanDt3zgJH7bS5MI1oap1j5HK5kJ+fj4GBAbhcLgQCAbS2tsLtdluuwhJGsvOftV8dDofR09ODo0ePYt26dViyZAlmZ2cxOTlp0MPevXvx9ttvm/SKpUuXorKyEkVFRRaaMUTWFkqvjIqiSkpKgsMxf2WI50HH0FjJandNYn8HDhzAAw88AJdr7kgSyWeamJjAr371K/zlX/6l4QNexWVLK8pJEG4oFEJHRwcOHjyIJ554AhkZGXjggQdw6NAh/Nu//RsyMzNx3333YXBwEH/3d38Hv9+Pffv2ISMjwyKEMg8ieBpR2SlrSerlRRRRQEwDvYKr25DPwuEwJiYmAMylNkxOTsLr9eLixYtob2/Hj3/8Y/j9fvh8PmNMli1bhmeffXZeP2UsPIeCeFwuF9rb25GYmGjif8Fg0OxJFD6RkImOC7KMshvIPOVwzF2l9qc//Qk1NTXYsGEDABhFxrwjvMlejUaAeiVbu6/cPzse/Kby7z7jnP13dj2Ygdm14XoKCwstQVJ2OcQyPvroo2bJ207A2OWLZZHEFejt7UVmZibi4+OxdOlS1NXVISEhwdQnEyA5LNJ3tiBiVTo6OtDX14d9+/aZ1SiHw2E5msPtduPBBx/ExYsXMTExYZ6TvjOiYdrZCZpmZDnxUxsAroNdDFEkbAmZjteuXcMbb7yBaHRuc29BQQGqq6uxdu1apKamory8HK+88goGBgbMBl29uRewGi2Zc5/Ph56eHjzyyCPweDxGyNLT01FXV4eCggJEo1GUlJTgrrvuwieffIJr165h5cqVuPPOO01CpkbUmo5aMGSMvb29Zj5YSdkVNoCitFi4pqam8Pbbb2NiYsJk4RcUFGD79u1IS0szm49FOU5NTc1TIjoew/MohmdmZgaffPIJ9uzZY/iQb/ppa2sDAIyNjVkuSmCacMxT5Eq+C4VCOHv2LIaHh/Hwww8jIyPD0EsOVJQ6eU8lKzitpGQPKfOdfoZ5lOl9M+WWYlLcIGtuKaw4NEPw3xqdCGPxamBRUZFFiAGrS8ECzXEF7TrV1NRg2bJl85AJC5u+mkcrXH5mwYIFWLhwoSWe4XQ6zfEs0ue4uDisWrXKYkU1/RgFSvs8Lv5f/pY9XfLDrpU8p90V3lisIXtSUhJyc3OxefNmVFZWWjaJBoNBVFZW4u6777ZsmGb68UZg+RGELCupPE632225xkliP7t378batWtNPpucjKARux0qYaUPAD09Pejp6cGpU6ewYMECy/zKQozQjffzsQDptjMzM/HCCy9Y+ASYQx9CM+YXEW69YswXrNolX3766afYsGEDqqqqzJxmZGRg5cqVAOYWU370ox8hFAqZDcea91mB87YxUVhLliwxm9EF8X799ddwOBzw+XyWu/N4buW2Zp1jKKu+PB/cD+ZXLYM3U/4/XbOuSywlxozEn+n39ID4Od22DjzbPcP9kGIXt+GJ1kpDK0Z+j5XZww8/bM784TrtxsFj1HTVdOP+x8XFGebi57n/WhnyhmwRPFZweXl5eP75500shxWKCM7u3bstdJHCFppRHK/08f40fk/Gxosfubm58+ZPz5vee8e0kWeKiopMpvn3vvc9ozzsVop5lY7pJmets9LhFUapjw0bu/Gs5KRofmB0C8wJ+4YNG+Ztp5LsdWDu1NYHHngAw8PDSE1NncdfHAOVcfGZ8ZKiwW5wXFwcysrK8H/+z/9Bdna2OcNMnucYE/edU2P4th2eL13s5Pabyi1lnGtkowWCBZGRBjMlD8IOpstA7GJeHPTlH37uRgSw0+RaCbKQxrLkWlEBsDCWHZRl5aCLRoKx+l5VVYWcnByL8oylbFkZcmY+tyVWUT7X/WNLz+6QRm7cD547/twONcpzOt6oYxhcF+fraGstY4yPj8czzzyDjRs3oq6uzoyFkSQjBaYX05G/Y5TMipJdZ3nPbgVM2pUQhj4ZwuGYi8dKoqwUHXQPh8NYt26dZa74eb2SxoaJx8ZbqKLRKBYsWIBnnnkGaWlpSE5OtoyHN6rzHMv3co66nSHj/+U9PpnhZspNKym+BkqKHayTz53OuVMCzpw5Yxkg+7Yy+XIlNAfnxZLJj1Z20ej1G1iZ+fRkcTusCOUZ/s2CzVaElajdVh8t/FK0CyZ/y3dcrxZsbdkBYPHixaYOHQ+MxRz6czv4zcpY+qqVkTZOuh2mOb8vPzqWJIVdK0ZjjEh0ANjOYDIthX+WLVtmS2s72nDuk0a+doaYxyxzy4Ft/Zydm6TftwtK2z2n55z5TL9n9z+7nDzO1atXW/hC05TRGrc3OzuL5ORk851eEBL514sRN1tu+QZjOythZ/2j0SiSk5PNaYys5AQuy9KvfMfXPM/MzJhzk2RA/F44HMbg4CAuXLhgGTS3IX1m6MtMyJZG/HWXy2XgsdfrRTQatcSpxH2ScbN7I3QQBrATIjumt/tM3ucFChlXrMm2Q5WMBJm57WKCdoyv51QXVrBiROwETBZeuF1GzvKctrbf1Aet9JgOdgrDLr+In5U6tZFg2vH3dohGx1d5cYcV1Y327tltsdHji4W+uV8cTpDfcjQOj02jeTu+Yt7heZdkZQm+S512dNMG7GbKLZ3MaefGxBISKU7n/GugRdhFOcTHx8/bAAvAEqyzY+5oNIr6+nrblTLuh8654bGI1pe8Gj750+FwmCNM5B1WqJyXxVZaI0yG16zU3G43hoeH0d3djaSkJKMgRbnIs6I8GbrbKSH5rVEH/2gUpoWTlbmeZzsm1jTn/nG8R2ijdxbYoRT9mxNrhQ78OdMfsLp2XJi/9LnzfDIB86fwG4+DacgGRGjCCJzHIfSS77kN6QfTUIMCjU607Gm0K3wnfCTPs1EQg6DnwK5+u1VEeV8UH3+mxy0/AjZuFk3dUp5ULFdHTxL7m0wItubCCLw0r5URYLW2jJC00tRp+czAOiamraGOx7CCmJqaMkcYszDyeLS7JG3wtVaCAHlFJRKJmJSCYDBoFKUoQK1UtVAxDLdblJCA+cDAAAYGBgwklzqZiViJMb3tEIe2wiL0nZ2d5q5DLaAaSUmfNZLkulkhSGlvb5/njkajUZOkKKEDHcuSNvlvaUP3a3BwEElJSUhNTZ3XB0Ydsqon82anxO2ENhKJYGJiAoFAwNz4wvTm53VdzE92SpBpOTMzg97eXpw8eXIe/WUXAStiLd9sULX3IN/LrgpZ/WWFqA0Zz4Ud4IlV/l0XMUgHpTFNJK2M7GC7LgxN+X0dROe2ueh8KS2Ewlx2qQi6Te3yiJXVE6WzfmNZTOB6MqzQTOoZHBxEQUGBZTuQfMe5Y3YradqqCq3ESst4r169alZt5DtGmXYxB2Yqphv/zxY4EplLPairq5uHYrRwscDwAf0soBoJChoOh8NYvny5JVEVgMn8ZhTCiFGe1UhRlL205Xa70dzcjIyMDGRmZhoacb4cx0E5vcHOUMn/PGfR6PULJxYvXmxBKMFg0LSl88O4XqEbGwHmv0gkgqGhIYRCIdTU1FhSLeQ9zj6XMeqMdEE+wlc6Q39qagp+v9+yoiu0l3nWvGQnLzcqt3yllZ3F03ESKfKMCBsLp4aZTqcTU1NTZilTkviESGxxWSg1CuLfWqjlc/7sRtaLGZp/WGlyPlis5XFtvbl+Hb/gvrN7wfWyEGvLxDRloU1MTDRL6qzQWUloxSL1Sj4UKzJRqExXuf9P8wejDxk7L4FrRKvdHGF6prNeebRDz6zcGFGz0uVx8udyXj4rNlGq0n/pm9TJZ8jbIVVtENiFZ2MmKIcRMRspqY+VG7fDNJRwARt4+V9y7rguTiWQROVQKGQ54pnbdDqd6OzsnGfYxFPifX38Pdf1TeWW9u5pd0krKj0IjqVwng7XI3uFIpG5Q7d6enoMA/IkauUk3wPzfX4RoKtXr5r3IpGIucuNrYkoGpkQPTb+X5iPLa8U7bLwc9w3hvbyGU8g04eVulZGUg8XqUefec3+fyz3gQvTQf5nBMRKlPts1x7PifSbl7KZbnb/awG0cxO0O8LGQ37kyB2tjG/k7rAB47Hwb0Y53Dc7FB9LwXM/tIxx4fr1nErRcVKmGfMZy4VWqiIP8i7zqB4XAMumZlHoOi+L+cLOTb1RuWklxR2zcw94QKxl5TleAZOBxMXF4fLlyxgfH8fp06fR19eHtLQ0dHd3IzEx0aLU5EeCy26322h3/j4YDOLs2bPw+/3o7+9HY2MjnE4nWlpaMDIyAuD6DcFOpxOjo6OYmpqyBKjtJt0uZqMnT46TtVOajOxEoPlIZkYKrNS1QpPvBU0wfeU7bpNjeFohakFgJpLn5DczfyzlzGiIhVijQe4nK115j9GPnUKxQ52a36R+XrW1W33U+xy5D7HOv5c+CM9wP8WY26FSnWsl88cG50YCLO0Ib/AzbHC4Xk7f0bIiRcYu6FB7E7wQoGVYEKK+1YkXwlhpsdK82bjUTSspmXT5m4u26mxVWKnpuJHT6cSCBQtw4cIFpKSkGGvGfjETTU+M3vPncDjQ1NSExYsXY2Jiwii05uZmeL1eTE9P4/Llyzh9+jTOnz+PpqYmNDc34+DBgxYBZmQgsF8ILf32+Xxmk+nMzAy8Xi8ikQja2towMDCA8fFxdHd3WywHWz6NEvUEsmBJ25cuXTL0OXHihNnwalcYUcrfdopLfmurPDY2ZqmLN5DKb3Y72eXntkT58rzLuU9sEDRa5rmXwnymjYb0obW1FX19fQgEAmhra8Po6KiFd1jhAtcFmpGgfM4JilrpCF/L0c1CL7s+sSyw0md5EKQnSk4by+npabS0tMDr9aKzs9OiGGUuhN6BQMBi1NkAygkTgUAA/f39RgHJqa86gC/8p11xrUTtZFQrJz2Xf3Z3jy2fnVXkxjUslUHoZ6LRKPLy8jA4OIiSkhJMTU2Z869v1A8pIhR660p2djYyMjKQnp6OnJwcjI+PY3x8HH6/HzMzM1i+fDmysrLQ2dmJlStXoqyszNY663Fqzd/c3Ixz586hra0Nly9fxpkzZ1BWVobTp0/j6NGjGBsbQ1NTkxm/tuLCQDw2ts7A3MbWU6dO4cyZMxgcHMTJkyfh8/nMJQnammoDIpaUY0p2sF+/39bWBq/Xayyp9I0F2c49YmMmtBTBcblcGBwcREtLizntU04MkBNWWbC0crcrrHQdDgfS09PNeUv9/f3o6elBKBTC5OQkfD6f6bdGFBpNMRJgVCtGaXx8HC6XCykpKXC73WhoaEAgEMDU1BT6+vrmxXCB+ZuY5TPxKgRdBYNB9PX1YXR01Chct9uNr7/+GgkJCfP2iTocDiQkJJi4oyheQUacFM1y3NfXZ+jd3Nxs7hSYnp429UqfGJ3JGHiuNU15HtlLEcUsaPlmyi0lc7IVtSO+LhzH0C4BM2BxcTEyMzNRWVkJr9eLoqIiSwxMFx1E5FJQUIDPPvsMeXl5Zm9VWlqayYGSlH+nc+4eu9OnT6OnpwfLly+3IIBv0vIpKSkYGRlBWloahoeHkZGRAa/Xi0WLFqG9vR3A3FEdFy5csCgCjSS1kmH6Ohxz15Xn5+ejpaUFkUgEJSUluHr1KiKRiDmVU7+v69G/tUIGgNHRUQwMDCA/Px9DQ0Po7+/HwMAAdu7caUEh2r3j+bSLkTgcDhw5cgSBQACLFy9GY2MjHI65M6Y+//xzuN1ubNu2DV9++SV8Ph/uvvtuyxYjnmeOawLXY1gc/G9razPBX7/fj4sXLyIYDGJsbAxTU1O49957Df9oHuOxMYKQtg8ePIi4uDi0t7ejuLgYeXl5GB0dNZuhP/74Y0SjUeTm5qK7u9tyeacu3G9Gz5FIBO3t7Whvb8fY2BgWL16MK1euID4+HqtWrcJXX32F+Ph47Nixw7yjeZYXFaQNdvfElZ6cnMSRI0fMnsl3330XNTU16OrqQnx8PO655x7LThFGPxqFa97Qi1CMlOW0hz+7kmLfXQtxrICmjnfIQJm5o9Eoampq4HA4kJWVZdlMacf0dkFrZtri4mIUFBRYNodmZGSY83dk71ROTo5x2dLT0+fBazsFqPuQn5+PnJwc9PT0GMV67Ngx+Hw+I2jsImqExoLNRSubxsZGbNu2DcePH0dBQQFaW1tj9k3XoWmoUY7MRUZGBk6fPo3JyUmz6jMxMYHR0VFkZGTMC0yzYGjDw32QhZE777wT586dM4iqu7sbtbW1mJ2dxeXLl7F+/XpztIoOK9jFt+wWJRwOh7nue2BgALfddpsR0lWrVuHatWuIRCKW5XLmJ46V2KHoUCiEHTt2IBwOY/v27fj666/N3Y27du3CoUOHEIlEsGHDBnM9m/SNXS7+TLchdFuxYgU6OjqwatUqfPHFF+js7DRxMru7GaVOrdR1VrvIcDgcRkNDA55//nk0NDRg27ZtOHr0KGZnZ3H77bfj1KlTltwvfl9+c38ZRTPq4r7J/Emf5MSLbyq3tHcvlh+pGYaDoDr4y9pVBiZnUcdCMNpl5AHrZ8Q6MtwOh8OW65gEXsfFxSE7OxsLFiywFWqNSHSpq6uD0+lEYWEh3G43cnNzMTU1ZYQ8Li4OS5YsMc/fCOnw2JnZfD4fRkZGcPr0aRM/YOQQS0Fw4fY4sM79kRtIhoeHUVdXh6SkJIyOjppkU02HWMpV98PpdCIQCKC3txczMzMoLS1FXFyccVkCgQCSk5PR1dUFr9eLioqKefEhO2UeyzCKAGRmZqKjowM9PT2oqqoysSHtjkphZRXL1WfFJjwoaQeXLl3C4OAgcnNzbbfdcF8ZzdgVSXDm01fF25iamjILLnbv26F2bRjlp76+Hl999RXy8vLQ0tKClpYWVFVVWVJXtHKVwqEWnT8o7zGKEpAiP0lJScb9/qZyS0e1APZIRhe7SWDB4ERAFjJtrfW7TGxeWtaXADAzOp1OfPbZZxgcHMTjjz9u2hELtHjxYsuZS+wCMETVDCHMI/SQvB/J6hbEmZiYaGv1ZQysoOwsYkpKCh544AHL93K2kLZU2l2V8TN9YtE3Go0iKysLeXl5WLhwIc6ePYv09HR4PB4zTo0ANcKN5dJWVlaitbUV9fX1uHTpEsLhMEpKSsyJkx6PBy0tLSaRMZZw6bqlfu5bOBzGwoUL4fF40NraitWrVyMvLw/JyckWgxHL1dCGmGMu9fX1cLlcqKurg9vtxtKlSxGNRpGUlITu7m5s27YNLtfcNq8lS5bYxmOlDb3CxuMtLy+H2z13L2U0GjXXfXV2dqKmpsYSv2NesaOX9J3lUfhq9erV5rKTrq4ubN26FVlZWfB4PKiqqpoXs+P+sgHhWBN7StwveVb+lguCb6b8uy9iuFHMyG5ytFZljR6JROD3+9HX14fGxkbk5OSYjcn6fS3goqxYsbA/DMzdX/fTn/7UZMa+++67WLJkicmOZmuhJ13ialzYvRT4Ks/w1fCxim5D/815N8IcPMHiytpNvt6YG41GLdtsbmTB4+PjUV5eDuC6IpyZmbFky9spbPlfIyB5fsGCBViwYAGi0bm9lvK8HJQWDAYxNDSE1NRUs8qrx6wRo511l+0ZklnPpyBEo1GzZcbOAHIR2up4al5eHqLRKPLz8wHMhRGkbxUVFRaekXO/2GPQPCY00+MR4ZW7KHNycixzwwcT2iFxVhLSnh6ry+WynH+2dOlSS3+Ki4tvSCduS8fWpH5eFZRn2cvRZ1DFKrd0nhQL1I2QlHRIfmtmk99NTU04d+6cuVCzsLAQubm5ZvK1suAJkf9FKLX7wm1mZ2ejuLgYPp8PRUVFqK+vx8cff4yFCxeag+2lPb1SKW4uMH81S+gCWO8/E8GT1cSMjAyL8tJCqPsrbYuVGh8ft9wgy66t9IuVt0YdoqhuZHFDoRAWL15sESaOSdgpCO6vLJ9rVCifsXLg9wT6ywUZ/F0sBCJzzsh3ZmYGHo8H69atQyAQmHdeEtOc50H6JuPmGA5vgeGbbThRVJSf1Ot2uxEIBIxbLnUKzWZmZkx/2TuxSxWJRqP49a9/jaysLHN4nywAMQphRM88KvXp+RIFrMv09DQ+/vhjhMNh3HfffZa4Lq98Mg9I/TqMIJ9zf5hG/Pubyi0hKbvYkxSZZNaesdCEPFNVVYXS0lKEQiG8+uqr2LhxI2pra+cRUNrRu8Z5SZUFQ04yEITjdDpRXl6O/v5+w2zf+c53LAeQMaLSFkn6IG15vV4MDw+bg+sDgQCmp6cxMTGBSCRilqJ9Pp9RUg899JBZRbGLsWgXSRIJg8Egfvazn2HPnj1Yvny5LR01vTTCYuWrYy/ynHwnz3Z2duL3v/897r33XtTU1BhFJ9nsQlfNtNqqs4KQ4nDMBdT9fj86Ojpw/vx5LFiwAJs3b7ZsYZG+MIqSudIunsPhwPHjx9HW1obdu3dbNv9KWsDw8DBKS0vnxSA5ZKDdVlEyeqVP0OnY2Bh6enpw8eJFDA4OYvXq1di6daupRxQU86kEwDmHShQQK9OmpiYMDw9jx44d+PLLL9HS0oKuri44nU48//zzyMnJmYfQeDuZ0NouZulyuTA7O4vBwUG0t7fj8uXLlvPbg8HgvNVnUeYiF3pbm/agmM/59AuZL7lh5pvKLZ2CwAzJ7hUHsVlx2Vl0DRkF8ns8HstmTx0D4XcEyWkiMkEaGxtNDouceX38+HFkZWWhuLjYBDhZudqNR+CsxJzEul66dAmJiYnIyMhAVlYWkpKS8Ktf/Qq7du0yh4c5HA5z67BMCE+SHbLgEolEjKIrLS21RRZc2HLq8WgUxe1rlOpwOFBYWIjp6Wn09/ejurra1M/PMv14bu3cjEgkgu7ubrz11lsoLCw018WnpaXh6tWraG5uxsKFC03OmihF7Z7x/XYs/C6XC7W1tTh69ChOnDiB5cuX4/3334ff70dycjKKiopw+fJlvP322/irv/orLFy40GLtNcoQ5c9ox+l0wu/3G2U4OjqK0dFRlJWVIT8/H5WVlVi0aJElnCFzIIUVHLfL+/oikbl8rHfffRff+ta3TJ7UmjVrsHPnTqSnp5sjjOSH2+O5kPiV0MjhsB5TMzExgby8PHzxxRdYt24d7rrrLkxNTZk4FiNRPl+fS6xAvkbF+v9v8sYMzW7qKaqYf9tpWhZuzgS3s6gAzHVQgUAAJ0+exMmTJ1FfX48VK1aYgXIdOqjNsFo+c7lcGBoawocffogdO3YgKysLO3fuxPvvv4/nnnvOTACfO8T1CqNy+gBvL8jPz8e3vvUt0z9gLs8oFAqhuLjYKFz21/m8Iu67fCcBap5sp9OJr776Cps3b0ZSUhJaW1uRmJiI4uJiAPOXzzl+xXOlBTHWfDIjJSQkmAs39fN2DKnfZ1pKX9PT09HR0YFHHnkEJSUl5hiZ999/Hz/4wQ+wcOHCeRtrubBbo/nuwIEDKC8vx1/8xV+YfLj77rsP8fHxxkCUl5fjJz/5CQoKCizzoPsuPMELOSKsiYmJWLNmDerq6vDZZ5/B6XTixRdfNAsUfPsvgHmKTsalkQ7z2vDwMP7whz9g3759WLlyJaLRKAKBADo7OzE0NIScnJx5ypPpzgiUE4aF3xmllpaWYmRkBOPj47hw4QLOnj2LcDiMBx980NwOJO/qogPydoaQ54oXs24UG9XlppUUBx3tlBP/zZBZOqTdArEAFy5cwLVr1+Dz+VBZWYna2lpkZmait7cXJSUlMVGGFO1vi7Dm5OQgJycHGzZsMO1nZ2ejq6sLqampeO+99/DUU08hPj7eciSGFJlYcRvZ4nGR59rb25GWlgaPx4OrV68iGo2a5XShA9NEJpFjK1rABwcHceXKFSxatAgvv/wyMjIysGbNGhQWFhqFpk9ZlDp5zyG3z8IjSGhoaMi4XEuXLjV9C4VC5romOSVVzg/S864Lu21SZCdBc3MzGhoaMDw8jMnJSVRVVZmrlZivtALR226YB+Lj4/Hll1/iueeeM+5ZUlISGhoaUFZWZlb4ZDWR51u7jmwMuV0xJhkZGRgbG8PIyAieeeYZc8GDz+dDb28vZmdnsWDBAnO5heYVWUnWx1ML8m5sbMRjjz2Gd9991+w3lSuyDh06hIqKCnz3u9+10NsOxYjijHUIXzQaRWNjI1pbWxEfH4/77rsPubm5iI+Px+zsLLq7u+H3+7Fo0SLL9XIMOrgtNiB2qF17Pf9P8qQ0c3DRrod0RDqtizDB6tWrsWbNGvz+979HdXU1lixZgrGxMfzmN7/B9u3bUVNTY+rS1k67mCysIoTnz5/H119/jdraWqxYsQLnzp1DXV2d2WunkYtWFNpKCDrktqPRKI4fP47Nmzejvb0d09PTOHr0KKqrq/HQQw/Z0kXDc7ty8uRJPPnkk7h06RKSkpKwb98+zM7OorGxEdnZ2UYoOjs7UVdXZy4dEAPA+6akSJs9PT145513UFJSAqfTidOnT+Py5csGZYyPjyMQCODYsWP45JNP4PV6ERcXhyeffBK5ubmm/5r5RXlynoxY+5GREWRkZCA/Px+ZmZlITk5GYmLivEP8dUyN551XGnlMHo/HpH+89tprSE9Ph8PhQENDAxITE/HXf/3XZsVJih36ZIHTLqwgB5/Ph48//hglJSW4cOECPvvsM4TDYeNaNTQ0oKSkBN///veRlJQ0z4Ng1MTKUMaxdetWAHP7J1evXo2vvvoK69atQ1ZWFhoaGrBgwQILOraTL44NagPOccXq6mpcuHAB+fn5aG5uxpEjRzA2Nga/32+M0eLFi/HEE0/M41emnZ0SYn7jd4XGvEp5o3LTSkruUrODx1yE6LzDH7ievq+DbdJxDogmJyfjoYcewsTEhIXxddHwmZWN1+tFTk4OUlNTDYSur6/HJ598goGBAezZs8dc5hhrktmF1O4m/3/q1CmkpKRgy5YtZu/VkSNHUFpaanHFpF7+HUvpT09PY+vWrcjNzTX7/xobGzE9PY3Dhw+jqqoKCxcuRFFREY4cOYK2tjZUVFQYQRXXg90WRlPFxcUIBoNYv349SktLceXKFdx555346quvEIlEkJmZiUhkbuuNoAK5UotpxPMnRfOJKIfm5mYsWbIEtbW1mJiYgNfrxYkTJ9DZ2WlcKOYLLuK2cLY1txcXF2dOzgCAkpISrF69Gjk5OWhpaTHfRyIRg2SY/+Q3u5pMN6/Xi5/+9Keoq6tDRkYGmpqacNttt2Hp0qX45JNPsGDBAqNc/vZv/xbx8fGW254BqyFnXrLjg6mpKeTl5SElJQXx8fHo7u42c7Jw4UIMDw+bRRm52kq3If+zrA4MDODTTz+F3+83PN7V1YXHHnsMmZmZ2LRpE5zOuXskpZ+suG+kiDSi5/ftPK8/u7vH2aJ686RdrMNOw4sbMjU1hZmZGUxOTmJ8fBwTExMYHh7G559/jlOnTsHn8xlNXlhYiIceesgE2HWwlJmN2+vs7MQdd9yB0tJSxMfHo7i4GC6XC0VFRWhtbUVNTc28CZSi/Xu7yZDxDQwM4OjRo3j22WcNbUZHR+HxeLBmzRoLymNlp5UqtyfbU2S5+erVq1i4cCH6+/uRk5ODvLw8LFiwwOR5ORwObNq0yRx3y3Xr1Sr5HRcXh9LSUoyNjSEUCmFqagplZWVYsWKF6efXX3+N8vJy5OfnWxCNXX1slGLxw8WLF3HPPfegpaXFHGmbn5+PzZs3mzwqvZqn58UOsYsAeTweOBxzm4yPHTuGM2fOmMROdmF5ZVIrC8D+Elpxg+rq6lBbW4vOzk40NDRgdHTUXBAqfQuHw9i1a5dtcjDzEY9vYGAAXq/XrBT39/djZGQE+/fvx8zMDPr7+9HQ0IDBwUF88MEHmJqaMid9vPDCC6ioqJjnptrFh7Kzs3H33XcjISEBHo8Hv/3tb1FaWorp6Wl0d3djZGQEbW1tKC4uxpNPPmlBrho9swK2K7EQlt34b1Ru6fhgYSAdX9FFOqLjLMDcBH722Wfo7OxEdnY2SkpKkJeXh6eeegoej8dMbCQyl+A5PDxs6pEfXs2wI4CkB6SkpODMmTPo6+vDHXfcgY6ODnR1dSEhIQFdXV0mAB0MBk2wW4/HToFJO6Ojo3j77bdx3333IT8/36DB5uZmVFdXW/JMNESOFX9xu93Iz8+H3+/H4sWLkZ2dje7ubtx1113Izs6G0+lEf38/pqen4XA4zBGvrBClPYl72DGDKIjPP/8chYWFuO+++2Lmwtjt6Od+y5g4dsfzAQD9/f2YnZ1FTU0N3G43ysrKEAgEMDw8jJ6eHjQ0NGBgYADhcBirV6/Gli1bTP3MT7HK1NQUUlJSDFrftm0bVq5ciVOnTmF0dNQs+4uS0lc6xZpzccmi0bmtKePj44hEIkhJSUFtbS3q6urw1ltvmXSAUCiEQCBg0k3sFovkc+YFMUayf/XkyZN48MEHkZaWhg8++ACPPPIIAKCpqQkvvfSSQcpyMSfHIMUVtAuHuFwuZGVlweFw4OLFi+bEhoULF5osc1kFtfNgNM14C00scBILBPzZlRRXquMc3DgTxG6Q8fHx2LdvH4DrqwOcL8LIRrKH7SyojhWJIguHwzhy5Ah27tyJ5ORkfPbZZ8jKysL09DROnTqFRx99FD6fD++88w4ef/xxZGVl4cSJE9i2bZvFMtgpK0Y+vb29+NOf/oRdu3ahuroao6Oj5hyfL774wjAV99cO8kphpuIM7atXryIzMxODg4M4fPgw7r77biQnJ6OjowPx8fHo6OgweVmSmGpnqbTL6nA4kJeXh0WLFqG8vDwmQrKryy5mJG6l3TtOpxOHDx9GZmYm3n77bUQic8eEeDweg3SKiopQUlICj8eDtLQ0ANbtI0IbCb7LZzIWn89nrh13uVxoa2tDd3c3WlpaUFxcbPbDRSIRBINBk4Cp51v/5gWAoqIic81ZYmIiLly4gNbWVvj9fmRkZMDhmLtdKBKJWLKpNe/yuehSSktLUVJSApfLhaamJqSlpWHhwoWIRCIYGxvD+Pi4CV4LupHjmtlwcls6wZjnzefz4e2338YLL7yA119/HV9++SU6OjpQXl5u9m5yyoGec0aizBPMN7EUV6zwTaxy00oqISHBclIAw0heTbJj8FhFx6cYJQHX4xlCFEY6grZk24a029zcjA0bNqCoqAgulwtPPfUU0tPTMTs7a5RjRkYGbrvtNrz66qtYuXKlOVaYC1sj+ZF+dnZ24urVq3j44YeRmZmJUCgEt9uN119/HcPDwyguLkZJSYmpi5EJC52kNshYNcIaHx/HoUOHzBXun332Gd577z2Ul5eb84xqa2uxevVqS0a6ds0E4ek5kZU8O/eMkZ1mNDtLqetn/ujs7ERfXx9eeOEFkzP24x//GJWVldi9ezcaGxtRVVVlOVjPTmFK0Rn2brcb/f39WLx4MRwOB6qqqjA1NYWioiL4/X6zxUNy3OxiRBxGYAQp7wnfdHV1mbmqr69HbW0tfvGLX5jzyvx+P5xOp1EorMSlXlGYrFRkPA0NDfjd736H6upqHD16FOFwGDU1NWhtbcXU1BTC4TC8Xi9SU1PN6qHQnNMdxAXnnQDCv8Dc4sLOnTtNvHHTpk1Yu3YtgsGgOc5IH7ci9epYmsiHfjYWSpXv/+xHtegERA4oS2f0xYDaB2fG5XgQC2csxSYWkpfsRXFx8FsSDyWjV/ZZeTwei7AuW7YMHo8HH330ERITEy19l77Mzs4iEAiY4zjklM6CggKTQyJMlpSUhG3btqG5uRk7d+60MCAH+Pl/TuCTuoRGEo/YsWMHcnJyEIlE8PDDD6OjowNFRUVISUkxY71RKgC7yPyZGAA9P/yb35fCypqVkt4qIorE7/fjvffew0MPPWSQztGjR1FXV4e7774bDocDJ06cwFdffYV9+/YhPT3dwuSMkrVBlP7NzMxgaGjIuHvLly83iuCBBx5AIBAwP3pemN84o14rsGh0LuG4q6sLX331Ffr7+9Hf34/Ozk7Ex8fjzJkzCAQCaGlpMTE85mlWFGz49Krm6Ogo9u7di9LSUpMVHg7PHQ4oqS379+/HyMgI9uzZYwyNyIBOD2IeE5q+9957KCsrw6ZNmxAKhTAyMoIzZ84gGAxiwYIFSE9Ph9/vt8TatKxrObVDVjdCW3b/xyo3raTYHePf0glBBSwUzAxakLTGtQvCsQXXguRwzD833e45Sayzc98qKirw4osvmu0swtjA9W0KzFicHyRKixlt+fLlJpjNY4nlGourK9ZOmGFqagqXLl3C3r17TWY8AJPd7nQ6Ta6Uncuii4ba2ihoFGSHZLXryPPDgiYCEw6HEQwG8fHHH2Pnzp1YuHAhAoEAPvzwQ7S0tKCsrAyvv/46ACArKwtnz57Fz3/+c/zwhz+cl/ohRQLeoqjkmUgkgsnJSaSlpc1TPDKP7777rjlpVG5j4TrZums3RRB7Wloa0tPTUVpaiiVLlsxbbQyFQvhv/+2/YefOnTF5QD6TeFJCQoJpQ+JxzK/hcBjDw8NYsGABPvjgA6xZswZ79+41xxXrhRG7uKp4BWIgsrKy8P9r782Co76u/PFPd0utfV/QAtoQYEDsiwGzGTC28U4S24kTOx7HUzXJQ6YqL/MwD1M1eZmqqanJZPl5JjNJHJdjxxk74yUYb+CxYxazGrAQkkAIIaF965Z6kbr796A6l8/39P02Uiq//z8P3Kqu7v4u95577rnnfM6529atW83zgjqnp6cxMjKCSCSCUChk9ubSCEl7PXx2ppY1N+AhMjKbNGslJVuA6mQjSq7rxY62pCtgE06dt1ROOjZvIM8CrhGb9q9FIPPz8x3zwFghy389tcLn8xnLmyqga6ujJG1ppJ4ZGRnYtm2bUWQaBUn92f0WfmgoLkpExwj4txu9EpewQXjbe4yuYrEYLl++jLvvvhslJSWIxWJmhGrRokVYsmQJqqqqkJeXh4yMDGzcuBEvv/yycTf0iCf/5o4pxuqb3/ymUVKCtqV9s7Ky8MADD+A///M/UV1dbWag63Zj/jF/5JqsNMjJyUmKpcq8n29/+9uor693PcRB8mTXjHknikNkLz09HR0dHXjhhRcQDofx5JNPIhaLObaOZrnmwDnzUGSmqakJpaWlDiOek5Nj3PCcnBy88847SYpaywsrUm3kWE6Yx1rxzzbNeT8pIUoTwR2BGcNDvoyumKmaaK19+R3JhzurHkWU93lkxqYM2YUQeuUefwuNgng4yC0CpRtT3mO6uWy24LyVSiQSSXI52FKy6yBKkt1qW0dzG2Hk9rQh3WXLliE7O9sxh41dbdkhQlxpeU9iSytXrjS0JhIJVFRU4Pvf/77pYKwwS0tL8dxzz5k9lNi4aEMobc6GkLdlsc19KygowPPPP29GRYVeiSeKrIgcaJ4LnbLLge4PUu7ixYsdyEIMGtOsET/XU1Z28PubNm3CtWvXsGzZMlRUVCShP+1SSX56VC8en1maxO/7/X48/fTTqKioMM8/+OCDOHz4sGMiKtOsESLLn1ZmLHO6b8xWUc1pxjkzQRIzXWC4PDM+Po7m5mbTgPyuTfgYOYhwawUkDIvFYhgaGkIgEDBHPEvMyOfzITMz0wyLiysq86q44/L6Qo28WNFxY3Ew3watOUm9tPXXyE6fkszWKRWEtsVOZOqBdjHcRizdlMGOHTuSOgLXh68zmrWNMAltgmJsxiM3N9fhigrPNf234r20j7bwBQUFZuRQ2pZpZXTDO2hIefJfvArZdoV5JrTLFAF9AAYnXg+XSCRMDIjpEh48+eST5jq7vbxzAht9bQgZDGiPSLa+Fl7V19c71u0xf21eilZSktxcPduzqdKckJQNkUjS1jiRSKCoqAhr1qxxjPxpxCTf3HH5eB+2nLpTX7lyBZWVlcjMzEQ0GkUkEjEwPBgMmsmQMkeG6ZCy+bw6uSdWJxwOY2JiwuwYKbT6/X6j8LQVlkbjRc9ynTsbC5N2LzWS04pdC4eOL0kMRWImOoaglTGjEhYeRr9amUn5bBlZ8fD8GZYPVqQ2WXLrGBo1S91tFpnz4A4sHZQVvCgjVny8nz+P8Oq2ZJllpcq0Ma02Y8O06kW8zC/g5uAVl8FtxiiSjbE2alrZ2GSJ3U/tUbCxteXJfdZmGG3IPVX6k+ZJcWXcXB2ZMMcWV4LTjEqk8pInADN0yg2orb7f7zfzRGQNGDOPn7XRzx1I7nF8KxaLIRAIYGBgAJWVlY7OImhPlJ/85kA4N5geypZ7Pt/MsUsTExNmWxmx1KJcROGJYmSEp/nHwsVI1LaVBgupVhi6M3EZtmfkvhZgrXD0PR1w1+3BUw34fDyWK+GjfOvlOfqodK1oGbkKQhI0w+2k5UUf88ToRiMVLd+SHysPpoPlVxsoyY/7kF5ADNwcENCeg1aY2kvRCl8jWt3PdeDeDf2zYmIlNpv0J20f7GYRWKA1xNTv8/Pa2to6if7N2p8FneNVbv4ydwhmuAi15CM7PEqcRFsdGz9Y0TGyYKEQ+oQvlZWV8Pv9RsEJAhREaZvbow0DW1lJ0um6urqsLrDX63WcAi00A85Owy6xtqJSpswTGh8fN/nxvCdpD0mC8liwNdrSSFIGKyYmJhwKn42fxPekXN5cTssb0yYdUQzH+fPnHbTKsxyUlvI0omBDwcZC+JuWloauri4cO3YMwE2ExO3KqEzeEcPPCE8jebmfmZmJ0dFRBAIBM3otiljqKS4sIx4GH6z8RQ4YMbP8zwVJiczY1mHa0pyWxYhAseujNbh2F/g5JlSuS2X4OjeUTQPPhk755s5hs0puFkXucYMwHW50MQLgj3YBhIb09HRkZGQkLdxlngkSkuFgRgQcv2G3gIVhbGwMxcXFRhHyszIKxWiL29rNasrzcn9kZAShUMhsxgY4O7ecfML145nX2tURVMqjyonEzK6obW1tDpeZkQkrWZ/PZ91ihFEM8046cHd3t2NvK0YuWkb40E3p9CwTUhZPjPR6Z7YP3rRpk4PPLFtsbCWJ0ZLneECDB6lkx9jJyUmMjo6ip6fHPMsoT4dwJI9IJJJkGFnRSpsIT/i0a0k6pqYRmM3Yu6U5xaQ8Ho9jtizg7gZwnEULpxaQyclJfP7551i9erWZByTPc4fT8SzOVwsR35+cnERmZmZSoFIzjvPiOrCS4XfltzzLbhPXka0+15v5x3VgoZEkyI7jTNzQvIGfKGa5n52djeLiYsfMfK6HdGZ5nxWrRk+aX0LzjRs3zHpDG9rSsRFGCVrJa8XIbTA+Po61a9c6jKMEvLlcPeFTvm3In5Ogy8LCQiPr4kZqRCxIRhQVKxc9sZljR1JnzpfRI5fDbSz7YHF92A3T9ZBj1JcvX+6YtqLdUa4Tzx/T7SL5ar7Ljgq2lMormq2SmnX0ShrejSnyDBOi91rmFI1GcfbsWZw8eRITExMYGRnBpUuXMDw8jE8++QRXr141Zem5QlJJuedWYaFzaGgIExMT+PjjjzE+Pm6lVdMnUF3uabSiv8UCsSWU+9ywHGQU2G1DdsDN9Xw8qqTjG8wPm+Lm0VKt5HW8UNeR+Wuz9swb7nzMN+YRl6WRgHzrjy5XeKyRBssIoxi5xghS561pZgOi25zbUbuaNrlyk39dL604GXVJ0iPfLAdcL/kvcqMnTTIf5DlGYlpmUrWJ9hpYudkAjJbP2aTZh9ipICnEVpgQKzNfmaHsC/v9ftTW1iIYDOLSpUt44IEH0N/fjy+//BKbNm1Cd3c3PB6PcXF0R+GymB6hr6OjAx9//DFOnDiBSCRitn9paWlBf38/Pv30U4yOjiZ1LC6HO61NGKSeMh2ir68P8Xgcra2tuHz5slXxuDWgPKcFKBgMmjiZvCO81a4jKwvuOIBzqoXQwdc0Qtb0MO0291zK1QjPLcm7giS4o2q+afQiyfab40K6DqyM5VnNP41imCb9W2jiWKIoBFv9eQDFpixldNrGX5uhYd7b+oab0WFlwaOmTLfuc7oNmN/aO+B6ST5aiXs8HseW2qnSrJUUz7ngxtSCyh/boZSCCHw+H86dO4etW7fC6/UiPz/fzHeSAK8eUeBK2hjJzAaAO++8E/F4HOPj47h+/Tr27t2LQCCAy5cvY82aNTh79qxDIeiOopWLFuhYLIaOjg4cPHgQ3d3dOHHiBD799FMUFBSgsrLS8a62jNxpWLh0+ZcvX3YoFJn2cP78eTQ3Nyd1VPnolfa6PkYAyO3i7VxtIz1CN/OZ24Jp5DqFQqEka+7GX00j08/tw0nqLB1cFHQkEnEgV20AmH4bmmJXTKPD7u5uAMDExAQCgYAj9sQTRblOOjaqF+zLch3pwMzrRGJmXR/zR9dN148VkUbR8r6UI/mIOygKxM1IcxvwhG1Oul9qJDvbNGslxY3GxGqC5MPr4PgZSaFQyOytXVVVhc8++wwZGRlYvnw5jhw5ggULFpg4kl4I6ybgOrGLKv6/7MqYk5OTtFc3Kw75rxGIFhLZaqS6uhqrVq1CcXExhoeHHaM+8qxWrmLxtQWXZ7xeL7q6unD8+HF0d3ejra0NwWAQ3d3dCAQCGBoawujoqAO2s+AK3wTya0Qg9MiJNkeOHHEgYK67G3R36+xsSXt6ejAwMIBoNIpPP/0UV65cSRqG1/m5yQ67znyd35dRo2PHjhkFGQgEkgyRVlbMQ77OKKGnpwcnTpxAdnY2EokETp48abZa7unpMeVI23IA2maMbEZWOr3sqDA1NYVQKIQrV66YZ1mJsEuuURK7X2xApE48+DA1NYXm5mbT3tzXNZ3ayNoUD9NmG7yabZrzPCndeCw8XLAwgJnP1iw7OxtPPvlkkiLw+Wb27ZEysrOzEQ6HzcgGD7dq68BWq6ysDNnZ2airqzPu5enTp5Gbm4vq6mocOXLEceqsLQ+5prcG4XunTp3C/Pnzrce9c9JKiYexeZhZkIDQUVFRgbVr16Ktrc3woLOz0wR2BwcHzep/3QZCI9eN4fmJEyewfv16fP7558jMzEQwGMSnn35qgqGLFi0yyrCkpARr1qyxIhvgptugZQCA2b9JOuzVq1eRnZ2NCxcuIDMzE5s3b8Znn32GRCKB7du3myA+l5PKEMn15uZm3LhxAzk5OSgvL0cgEMBbb71lTh7OzMw0I2pCsx5MYbqlTmIoPR6P2Um2vb0dBQUFyM7OxuHDh9HU1IR4fGah8z333GNFs+yeA8kxR7kmcvDxxx9j586dOH36NGKxGJqamnDp0iVzXLx0fu3C8n+RN1n+o0cE09PTcfXqVdTU1KCvr8/siKuND8/G56RdVm1AWMGzsZwLmpo1khLB0bEbJlALk+40/I5YLG3VYrEYQqGQedbr9TpG5mxxBCBZQxcWFiItLQ0LFixAVVUVCgoKsHHjRtx5552oqqrCnXfeifr6+qSAqtDNFp4tvaAyabCysjJzkGJhYSFKS0tRVFRkNiPT/LHRLArG6/Wagwm4PFHk09PTGB4eNoIsoz06MK8RJ1+TIerp6WkUFxeb7T+i0Sjuu+8+0zZ79uxBZ2cnhoeHsWvXLkxOTiYZKS3I3N6sxG7cuIGxsTG0tbVhxYoVyM/PN/tu5efn48yZM1i+fDmi0ahp+1js5sEGuo565E4+U1NT2LZtG6anp9Hb24v9+/ejoKAAXq8Xd999N8bHx5MCydzJODGC5N+lpaWorq5GPB7HyMgINm7ciIaGBng8HqxatcpMupVyuL2lHH06EcfxRK78fj9yc3Nx7tw5LFiwwGz2x6hJJ5YZvsaxQk68BOidd94xaFAO0BWjohGV/BYDy2tZuV10edLXRAn+2WNSmgjWkAwr3WAgX5f/AwMDGBwcRGdnJ86ePYtPPvkE77zzDv7lX/4FL774IoLBoGFyXl6egfFsibQAMJPk//T0NH73u9/h4sWLDjdEC6huBNtwLAudz+czOxlKh5s3bx6qq6vNxmEyMdMN8nOcTwRCdh7wer1YtmwZsrKyUFNTg+rqaoyMjKChoQHBYBBdXV0oLCw0QqJhtU2oWOkuWLAAJ0+eRGNjIyKRCIaGhhAKhRyumGzfwQpDGxuOw7BAM2IUAZUO6vP5jDKXvHmY3taemoc25ZyRkWGOKevv7zebA3o8N7f2kXWcgli08ZDOKxs9Mj99Ph9GRkYQj88clnnx4kUzyMMywsrN1t468bNS14aGBpw9exbz5s3D2NgYenp6XGXcphREHrQBFz6K/FdUVKCrq8uchSg8EMOo82blym2u62pLNpm5VZrTaTFcOSFEV5yHJAF7vEgszJtvvom0tDRs3boV1dXVKCwsRHp6OiYmJtDc3IyxsTEz21vm+4hFZ3Qj5Uun0EgiEong2rVrWLNmjYMmG3Ml2YSGJ7ABMMtZ5Blg5hiiWCyG0tJShwskja5pY55wLAiYmShYUlICj8eDoqIilJSUoLa2FgCMC6Prol0KhteMyjyemZHTiooKs0lba2srFixYYNzHhoYGhEIhtLe3IyMjw6FQpSzOV1tw+Y7HZ04AKisrw5kzZxAMBrF8+XLk5OQgGo1i2bJlOH/+PEZHRx2KROfDbrHQIdd8Ph8qKyvh9c4ceFlYWIiLFy9i9erVKCkpQXp6OpqamhzuUUZGhpl8qhVMRkaGg3fSjoWFhaiqqkJRURGys7PN/vOZmZnw+/1Yu3at4YEoCDYQumPrOvIs/KysLCxduhQ5OTnYsGEDgsEgampqHEF6LUu6b7Di1XIuU1pOnjyJ/fv348iRI442TktLS9qqh5PtWqrEdNnQq1ua84xzNw0JOOG+DT7zNa/Xiw0bNuDEiRPIzc1FW1sbBgYGsG3bNgwMDBi3TFs6jl/J9AROYq1ZiC9cuIBdu3ahsrISZ8+eRXFxMerr6807Gt3wu5L0SIzH48GRI0cwMjKCJ554wtwbHBzE73//ezz//PPIz893KB+2rhpVyn1RUnwmmShD6Sytra0Ih8NYsWJFEhxn+oTPNv4DMwhzyZIlSCQSKCsrM7uYimAuXLgQJ0+exOjoKNauXZtUjnaFbOUIkly8eDE8Hg/uvvtu046JxMwi9MHBQYTDYRQWFppdEiQvnWyjvsKzBQsWAADq6+uRSCSwefNmB+KrqqpKQiLcvpqHNnQHwCCORCJhjmsXWmVnUZYjcfGkvW0oixMbGdnupr6+PmlNKPNIjISuHyNNjoPyu6tWrUJmZiZKSkocfW22yGg2ekH3Ha/Xa1zYW6U5TebUgm8jmBnAhGsFlUgkMH/+fPT19eHSpUvIzMzEhg0b4PHMTL6UWcWplB27FPwtjTw8PIxf/OIXuHz5MkKhEI4fP47PP/8c//3f/+04R1BbHy6XraGmpa6uDtevXzd0eb1eVFVVIRKJmPzEWuk8tBKUZ9htE36+++67eP/9902e/f39+OCDD8xAgnbluDxuCx1r8/l8qK2tdcQKeDJfLBbD6tWrce+996K8vNzquus6sYshZezdu9chA3pwoLy8HPfccw92797tiM9oOeJOr9tfI/ehoSFcuHDBscUQ39d81/+1EpByeOCGk3aBNR/ckDvnpdursLDQxNekffVkSZuRsBktW73lmqC3rKwsxzbbNlfRVmddJtPHBkXrBNsMAFuatZKyKQv+FibZmCXCrSP6eXl5KCwsdJySceDAATQ2NqKsrMzBZL0rguQLwCzrkCUKUnZeXh6CwSDuu+8+VFZWYs+ePbjjjjsMhGb6JfG8EZti4rLlNBveM8nn86GgoMBxbDgrCF2mCL6Orwkv09PTsXr1aly9ehVTU1MIBALo7+9HbW0tLly4gOPHjyMQCBg+MbKSawzhRRFyO8bjcXR0dKC/vz+JRpvi1jzjPLX7ye4g4Jz5zVMmOHbF+epy3K7JdXk/EAjgZz/7mVkorBUo0607GLe72/wufiaVnOhYrc0l5qTLP3bsGH784x8jFAoBSN4tQRsMzQuN6PTkTbl3/vx5fPTRR0gkEkleA9NqAx+2Z9lT4Odk9wgAsw6cz3kXBHZNOHG8yjZFgN9nC7h06VKMj4/jiy++wMKFC7Fr1y5zRLaG4DaB0Z2CmSirwf1+P9rb283yGNl6henTzGZrL3XRHUK2iWHkMzk5iXg8joMHD6KjowO7du0y69lsgmxTXPF4HFeuXMGRI0dMg46OjuKPf/wjEokEurq60NTUZM6AGx4eNrE7rosWJqYhHo+jvb0dLS0tSE9Px4ULF1BcXIxnn302ia6pqSnHuj/+FuUCuKOQ3t5eHDhwwBgLN6tse18rV6mDDIlrxSuKLisrCzk5OVi0aJHZW0tbdVbg8i7zj2VC7rObKTI6PT2NUCiE0dFRRKNR1NTUOEIOGiEx/2wDUiLnPT09OHLkCHbv3o3W1lYcO3YMdXV12L17t4N+bhPNB6ZXJy67tLQUP/nJT1BZWYlly5YZ/soon0aznId2H/m3RoqiqGSXj9mkWSsp3YCaGH6OURMzR97lYcvt27cjkUjg4sWL6OvrQ1VVFdrb2zE6OorBwUF4vV4sXrwY69evN/mzUGl6mC6hOT09HQ888ADa2trwxRdfYNmyZQ7mssvEEyAl36mpKUe5ssymvb0d165dwy9/+Uvs3bsXp06dQn9/P+LxOObNm4eNGzeiqKgoKcCplareAQCYcSUrKipMLOMPf/gDduzYgbGxMeTn52P16tWOfHkBqfBayuHFrnJNgtmdnZ343ve+h+vXr+ORRx5BJBLB9evXMW/ePExOTqKlpQXHjh1DbW0tvvKVrzgCqVyWRkDcJpWVlcjNzcU777yDv/mbv3HQ4/P5EIlEMDEx4RjBtSkRblM2hCwHcl0W17755pu4ceMGtm3bhvXr1ycpDhs6t42QjoyMYGJiAjk5ORgeHsbAwACGh4cxPj5uTqIBZk7OLiwsxHPPPYeKigrXfG0GXOjxemcm8b788svYvHkzwuEwzp49i7a2NlRXVycZS1ZWLAvawPJv7emUl5ejoKDAjF7+7Gc/w9KlS7Fv3z6r3GqaNS81kmZlJYMjf3YkZdOMtsSNoS2FzJWRo6Rlm5Ds7GyMjo6iqKgIY2NjyMvLQ35+PiorK40AR6NR66GKmmkMq+W3jKwNDw8jLS0NdXV1hlbe00bDfm2tgBkFdezYMUxOTmJkZASNjY3Yt28fsrOzUVVVhWvXrqG5uRlLlixxTCXgTsS8lP8yI16SjGbG43GcPn0a27ZtQ1paGgYHB9HU1IRE4uZ2s7rjaYTI7gBPyCsoKEBmZibC4TDy8vJQXFyM8fFx/OpXv8K2bdtQWVmJmpoaTE5O4vDhw9izZ49jL2wbgpVOouNfjz76qFlKIpNQe3t70d7ejsuXLyMej2PHjh3YuXOnMSA2JKjliufoTE9P49ChQ2hvb0dXVxeWLl2K9evXo6qqCjk5OUloQCM2lh2eoR+Pz0zS/NGPfoRNmzZh/vz5KCsrQ0tLC6anp/Htb3/bbJT3yiuv4OTJkwiHw0nr+LRC5boxD5ubm3HixAk8/fTTqK2tRV9fH37zm9/gBz/4AebPn58UG+Q8UpVnUyKBQABFRUXweDwmnlpcXIznnnsOJ0+edLS1Rm0sx27KS/jHfTcWizn2cr9VmrWSupXW41ED239gBtEMDAwgMzMTDQ0NKC8vR2ZmJjyemRNVi4uLsWrVqqTOLBVlGrSi4saSyk9OTiIYDKKzsxOJxMwpLA0NDfjoo48wNjaGvr4+LF68GHv27HHkqeGslC/u465duxCNRvHTn/4URUVFRmEMDg7i0qVL6OzsxOnTp9HU1ISHH344SYGw8tPWUCuYaDSKjz/+GHfffTfKyspw6NAhrFmzBitWrMBvf/tbrF27FsuWLUsaWdVCyRaU0SIAx55LRUVFKC0txZYtW8x5f4lEAs3NzaisrLQuoBUkpWNfHo8HZ8+eRW1tLUpLS9HQ0IBoNIqDBw9iaGgIHR0dKC8vx4MPPojKykpzWjXnq/9LXQDnTpxCz86dO7Fr1y784he/wFe/+lVkZWVhYmICnZ2duHr1KrKysrBmzRozeqrz1/wXvtTU1KC8vBwbNmzA4sWLEY/Hcf36dbS1tSE7O9tMfJyYmEB9fb3Zj4rp5d82BSMyUFFRgaeeegpTU1Po7OzEW2+9hYULF+LUqVN47bXXUFhYiEcffdScjsNGWSMsGVSQ9h8fH8fAwAC6u7vx5Zdf4vLly3j88cexY8cOVFdXY2hoCDdu3MDRo0dRUVGBjIwMgxIlMapKJG6ebqOVl60fSb1t3oNbmtMC41SJYR3Dbk6ZmZm49957sX37dtTW1iZZN6k4T/aS9XY2dCDl6iT5yES+0dFR5OXloba2FmvXrsXmzZvxwAMPYPHixWhpaUE0GnUIqG5snpcijfKHP/wBZWVluHbtGn7yk5+gt7cXJ0+eRGVlJb75zW8iLS0Nq1atcggI58m7VjI01unUqVMoLS3FypUrAcycUVdcXIzjx4+b2cHsPvDe8G4WV9evra0NHR0d6O3thcczM+AwMTGBoaEhDAwMmGta+GxxDr4PAOPj4/inf/on9PX1mXo/8MADePbZZ7F06VIEAgGsWLHCzAfj921xEJ7tz3WSeo+Pj5vQwbvvvov/+I//wB//+Edcv34d09PTeOmll/D22287EKXwQiMCpkNGbmUNoqybvHHjBl544QX87Gc/QyAQQCgUwvz585MULMsmYF9XJ33mo48+wgsvvIC2tjaMjY1hYGAAGzZswL59+1BTU4PTp08bfmpXTIcxuM0TiQQGBwfR0dGBuro6PPbYYwBmQgujo6OYmJjA22+/jRdffBFer9fEUlmetJeh19XqevJ/fkYGhWaT5nyklZtfqhMrLQ6qsyIA7PN3bEOgOs7BnZ8hujwLzJyC8Z3vfAfATOC5u7sb/f39yMjIwJYtW5CdnY1Vq1YhLy/PKCpbfEPKk/tHjx41i6GvXLmClStXorS0FGvXrsXx48fh9/uRk5NjhvdttPN/fQqz8LutrQ3vv/8+nnrqKaOMMjIycPbsWYyPj+PZZ59FRUVF0uZsbCj4mzdZk5Senm5myV++fBnV1dUAgP/5n/+B1+tFdXU1li5d6uCrVnhuyyLi8Ti2bNmCqakpZGVlobu7G5WVlQ7lL0tKtDXW7oXIEreJlNnS0oI33ngDK1euhN/vR2dnJ5577jlEo1G8+uqreO6558xRVO+99x6ampocCsI2ECTyxDRVVlair68PZ86cQU9PD7q7u9HU1ISNGzciLy/PhC0WL17s4JObK8RlsFysXLkSb731FlasWIGBgQFMTU3h3LlzqK6uxtjYGNasWWPQnA01s1zJJFypY319Pa5evYrc3FyEw2GDjj/77DMUFhaivr4e3/3ud3H+/HkMDQ2hsLDQQZsuz2b03OrM99wMnC3N6QRjjuLbrD4XbnNdmHCGe4wu4vGb6/p4GQy/z785fpBIzOzJc+DAAYyMjJgdE2U9XFpaGvx+v9ledWBgwCzW5BiWRjYs0F988QWmp6dx//3348yZM/B6vaipqUEsFkNFRQWWLVuGV199FQ8++GCSK8FoQMrk+1KmTMc4ePAgdu/ejc7OTixevBhdXV3o7OzEqlWr8MgjjzgUczgcRnZ2tqMe/Js7upQty3VKSkrw5JNPGljv9Xqxb98+M2mxtbU1aX8qjnekEjifz4ddu3ahv78fbW1tWLBggXknFouhrq4uSeA1AhAUq9uDlUcoFMIDDzyAjIwMvPzyy5iYmMD58+dRV1eH1tZW4xKnpaWZwzG5c6Xq7Gz0zp49i/3792N6ehoHDhxAQUGBce0ikQjGx8eNm8zv6pSqfzQ0NCAcDuPkyZNoa2uDx+NBaWkpysvLce3aNTz11FPWgSntUuk6iKG666678PLLL2N8fBwbNmzAwoULUVdXh8nJSfzbv/0b4vE43n//fZSUlKC+vt7R15hmHY7h59zqOxuAo9OcRvdsjagDvkCyQuJ33GChz3fzyOr09PSk88SkggKThRbt0qSlpeGee+5BLDZzyqtstav3BpqamsLIyAhKS0sdLpKePsGCEI/HsWDBAjPTe3h42NAXi8Vw5coVHD58GPPnz8elS5dMLEYPW3MZco8FoLm5GR0dHfjWt76FoaEhtLe3o6enx+xGsHHjRscpKOnp6Th06BC2bNliFjbrAK10chYgnmKRnp5ujITsXirxDNnzOpX7wm2gFf309DTeeOMNfP3rXzeyJM/IdtGCxmxCzG2vV+h7PDMDLzLFoLOzEx6PB6+99hrmzZtnAt3ceXk2v00euS24zoWFhRgdHTW0Tk1NYWxsDO3t7QiFQigpKUEkEjFz/LhM7e5zrIjpSCQSBt02NjZi4cKFuHHjBmprazEyMgK/3+9Q7DoUofPS9YzH48jOzsbDDz+MH/7wh1iyZImhQfrLz3/+c2RmZuIb3/iG431uV+0Ks7K3lasN9v+TtXtiSaWj60i/jSkabbnBU7EUeXl5AJwzVTUSkNM/eB6ItsT6CChWZPF4HP/7v/+Lixcvwuv1ory8PKmu3NjSoYSm4uJig/Zu3LiBRYsWoaOjA9evX4fH48EjjzyCiooKHDp0CC+88AIWLlyIRYsWoaGhAUVFRUllaT8dmLGkS5cuRSKRQEdHh4mHVFVV4cqVKxgaGjJukwzht7S0YN26dUZJCb+Ffj4FR/gvp4gwHdFoFIODgzh58iROnTqFUCiEGzduWC2/5ju3Ma/hfPPNN1FdXY3c3FyMjIwgEomY/cTOnz9v5rCNjo6isLAQX/nKV5CXl2dFVTbZkuPNpqenUV5ejt27d5s1lKdPn8bp06fxxBNPIBKJmBFRrZxYJjm0wUZS1uq99NJLZi1rRkYGWlpa0NXVhd7eXmRlZZnlJSw7NuXH8qW9hKamJrz77rsoKyvDggULcOLECVy+fBk7duxwbLkiPLe5YDZFK/8PHDiAffv24ejRo8jJycHevXvNCobe3l783d/9XUr0ow0gP2tz/1jGhLY/u5LS2lKSVkRMJCsRaSQ9MUyur1ixIsnl4gZk4RemsCLjJEOe8hyv6Pb5fNi+fTs6OzuxYcMGUwYvrdBuq80tE9dB/PiFCxc6hGPHjh0oLi7G1atX0dvba2ais5sr+WoklZmZaRq8r6/P8c7q1atx4MABLFu2DMXFxfB4PPjyyy8xPDxspnEwjzlmJ0pL2rGzs9OxCZrEvFasWIGtW7eabU4++OADjIyMJMX9mO8y+Y/bPpFI4Ne//jWuXbuGv/qrv8Irr7xiBjHy8/OxcuVKFBUVISMjw+xdNTg4iFAoZAyWDjHoMIHH40E0GjV7zB85csTslrlr1y4sWrTITOjt6emB3+93oFDdrrqjM2+ysrKwfPly7N+/3yEXsdjM9tH/+I//iG3btlkPvNDGQORSb9ss3xs3bsT69evNWkZBbdFoFN3d3ZienkZRURHy8/OtJ/EIWpEJr9x/Dh06hEQigXvvvRdNTU24cOECenp68Oabb6KhoQEnTpzA6OgoysrKEI/PTFCWScs6afTGNGg51/W0hYxsac4xKQ5m26YZ2Dq6NLbsAy2TuVhZ8R5KNnTG+cncIODmaBbTxHMymCnizqSnp+OZZ55JmiNlg7S6Yfi53bt3Oxb+6sZZtWqV2XnBFpyV68xf7XaGw2Gz8j0en1lo+tBDD+HcuXPo7OxEJBJBVlYWHnroIbPBny0IrGmXJFs2sxV85JFHzO4A8XgcGzdutMZAOG9uA34mGo2iqakJtbW1ZoGvbhP9npYdtthaRjweDyYmJjA5OYmMjAzce++98Hg8+N3vfofq6mrk5eUhEAjgyy+/RGtrKwoLCx3GUiN6njbAyF949cQTTxhDyYqssLAQu3fvxu7du01+NgTDdeW5WKOjo7hy5Qqi0SgmJycRCAQQjUaNApaNH+X+6OgoPB4PHnvssaRJqvJb5iFyX/nss8/Q19eHp556CgBQUVGBGzdu4NixY3jooYfMlkMvvvgivv/97wMAzp07h7vuustqoHRftbWP8FJvezPbNGslxfBSd0aduOMJUYIWhFDdaRk5MZLifLSLwYFURiPa/2ca5F0+flwrM0YfQjMLNbt+to4pSWhkxKiT0AA41w1KuVu3bjXWVN4X10/e4bK44/NCYX5fBGfp0qXGfeV25bWIAFBSUuKgk3kqnc3mWiQSCTz00EOOeBNbUI7HacvKtOp8tRHJycnB+vXrHdM6GhoaUFhYCI/Hg5ycHDQ3N+Ozzz4zw+78vkbrWg5Y3uXsQpZVaa+HH37YqiyYZnbBuRyZQzg9PY2ysjLU1taisLDQ7I8liEjicuFwGGNjY2Yb41v1TY9nZsui+vp6bN682dQ3FpvZ8fPOO+8EMNOXtm/fjra2NrzwwgtYtGgRgsGgg1/cvh6Pc2cSfU8bGY5h/z9HUrYCtJANDw+jt7fXdHBe+S6JOxArGq2pmQmypigUCpnj1Vkx8YfdGzcG6gbW7wp9Wuh0vsIDW8fS78uzGm2ycgZg5idp5cmIiy2+FiQ3AQJgJm7GYjHHWjOuv61enI+0uR7gkGcrKipM57JZUO7kkvRzbvfkOy0tDV/96lcNncCMW8wu/L59+1BWVoZt27ZZYziaJq4LKzFWtFoBicHgOVhsoLRy5meysrJw7733JikB2wBOWloasrKyjILSS5K0PAt/MzIyHEt1EombB86y8vR4PHjmmWfwyiuv4I033sCmTZuS6LWBBe6rtv/8/lzQ1JwWGAtBs5kzxW6XnkfDikMaT+8BpRtWyhYIHIlE0NfXh5GREWRlZSV1DtHwgip4zZk0skxLEFrZDdVogmmWa7ZlOswfG49s6FDyYFftVlZIJw5Us7AxOmIlJkZHOpZGDnJNyhXa+T7DeO5MOpbI+WrB1MiC+WdD1izc+rdOXFZ+fj52796dpHzkXTGkGpVL+Tw6bHOp5TobDEbPGrFp+ZCyEwnnoIOuDysAt74n9zlOyMZAyyvzX+j1+/349re/jZ07dzpGVG1lal5o2my0JhKz3z54zkrKhkCYeBaonJwcs3EdcHN3T1sDcydllKAbkSdHykb4xcXFhgZ2b6SheHZvLBZz+PkykVLK5N8SG5CjhAQNiqto2wFArolSEKguH3Z5BYLLinBeJMzCrRU8u9E2ayTXWFnKTgBsODgvvVWM/GfFYEMUuv7cpnyNlRDXRV+zyRV3MskrVafRNDBfdB46MC+b9PEKfVFizFOmkwPovKcZgKSpG3KP5VHoYcUm8u6G+myDRhqV27ZlsRkBDptw3gDMRoJurpkYKq6bjoFy4nr+2Uf3pABduFZczFAmgisTj8cRDAbN2iPuHPybhdzGDN1wjCTkPVEW3CH0M8xIZvTIyAgGBwfNrGiv9+YUCFaGkicrukQiYY6KEoHnYKs829fXh0gkYuaGab5qhSALM1nhyYgVx9DkW6NZEVIRVD1Ln+N68l8jGB1jYpQp+QoNjFyYX1xPbZQETXAcUFtmzoOVMT/j1oFZqXDdhUamm3mplY1Gn/xf6Od8tZwxUpPE1zQYYPnWSkPkTs7uE6Qisjo1NWXqwu0kdGi3nXluk0s33t4qaYU5m/QnKSlWIFp4OGlNLg3n9Xode4OzkHJsSt5lxcGjeRrVaXdEkk2bs8LjDimCxafRStK0iKsYjUaNkmA4z7EAcdW0FUtLS0NlZSVycnKMIIv11fBehEksvqBC+RaEKMhRlGNXV5eplygtOaZJDiVg4dWb8cs14Y90QqkHALO1jmwmaEucH3dSaXdtBLUQy2iVdpU5cC/8icVmTh2SEV1B8fKcnJijXTs5wqu9vT3JbRaDIFNZJD9tUACYwyD4IAPuzIFAAF1dXUkKjvkUjzt36WADJO/IfdmKl5Wq1ztz+pA+AZsVMCM+CYkImpQJvizLNkXrhn6lLOax7ZlbpTmt3ZPCtGWTxNf1EVTa8gAznae8vNwRO4rFYuju7kZdXZ3jXamYbZTJjTE2uKkVoFa2zHjtWgkfpBNIeTInS9dPrBmjHBZorYjkPgsPj4Yy7cBNI6DneHHZ8u6aNWvMvljyrlamNkQov2W7ZbnOCjmRmJmVHggEHLPC5RkxLCL4bOFFmXK9tRso12OxGMbGxjAxMZGEuoV/PBLG3/LRKJoNo8czE7vMysoyUzN4vaMYFS2vMq2G+S0ImlER103qoxcaS9L7f3NbSaiCFQ0rAKGjp6fHPCN8kaVifEq48JgPpRBFxwaFjRmjY7eBDUlSV21w/+zuHkNjN19TdxRtCRkax+Nx9PT0IBgMYt68ecjMzDTbasjZa5wXuxbSAW0uoXxrpcDKQKys7ADKdZBvXT9GaWwhGdXpBtOJg5Ss0EQgWHFoujTc1jTJPY7DsEIXJSD39Nl+PBFT79CgJ1DqJRgejweTk5Oor683nZvjEoxgOF92JxKJm3ttM+KUesTjM5MKe3p6zAJhHd/jNuS4GvNIz/XhtovH4xgbG0MwGERZWZlRSJpeoYndOI38GKUxfcKLoaEh1NfXJ3VWm3fCaEXyFDQnci5IWuiSE6mXL19uBpbYuDKyFNonJiYcbqLX63UYE24TlgHtympkaauTTTG7pTnNONc+vFxnK88CwbNphTDdGLFYDOfPn0dJSQkaGxvx5ZdfmpE1nXRcSios36ycAJhV92NjY8jKyjIWsKWlBWVlZUn7F2la2XJqOrTSGB4eNvtT+f1+07AakbHVZ8Hm53iZAZfJ72nhZ2stHUSe08FjNwUsddfHzzOitbmggiRtiRGE5CPX9XwjSaKweYRVEJluJ5YB5pPw1mao5LdGkJLk4FUe8dMehDzP8i+ICoCJHTI65frpdtDGGEg+BJUVnfBMkBi/K3LLKzP4w2Xxcik9EiiGTGRSkJbQ4PHMzPYfGRlx0Mn3bXLDxnE2aU47c2qflAvhBuFOxJ1NOoDAyOzsbFRXVxsNroWYBYKRhrZs2m0SJvT29uLy5cuoq6vD0NCQUbRTU1O4evUqqqqqkgRFKw+JxbDFlGf5I+fKybo6oVnvmaP5Idc0cuTZyALxfb6ZrV1HRkbMEfGs7DlP+W1zZ23P2RSXDqbq9/h9eY6np3CdhBabMtOWluVH06yVGd9n2eD2YneYabK9z3WQa7YpNMDNNWt8XQLUrAilLJ5GwghP2ojrpvsQu5JCIysS5jPHJFkGtTKWOrA7zc9JnfWAB8sln8bDdWCFqevDqG42aU5HWjleJK3MQVQdgNWxF85HFsNmZmYiPz8fZ8+exdjYWNKBjcJAmxVL5SIVFxejr6/PzKqenp5GX18fhoeHEQwGHbQxM8VvF4bKdamDLGDmMgcGBsyCXak/5yOJLZF2g2wITe5PTEzg8uXLru4Ax6f4Hgub/OY4k0D7GzdumKO4gsEghoeHHTzmNmSeaXq5w3D8hZ+RuooitLnmjBQ1KkyVt3RgaSd5R6ND/a7cY0TLdWNlz/IivBkfHzezwzl/bWh1/mwYGQSwMpEBA6/XawY69KCHxOOk/rLbqhhZua7rzy6fJCmL7wuq1R+OT3LS//U1bXBSpVkrKU2IhttstbhBOQCnGSVLF5qamlBTU4M777wT+/btc2yHK3mKktHQlTui7jz9/f3YvHkzenp60NfXh46ODpSVlSE/P9+xmRcn+c/ziGxD1XJ8FoAkJclC5MZL/m2L17C1jsdn9jkPBoPmSCvbkLgIjVa6rOykDHaFYrGZBbJTU1MIh8OYmJjAJ598YoSelQO3KV9nK2tDBHreVVpaGq5evWrmoGk3RKdULgKXKXU6d+6cKbOnpwdXrlxxKDx2S5heW4fl616vF5FIJElJy979ui3c6sPTOLQM6r40Pj6OK1euJMXYBDGy7MukZDl9WNpQ11ve7+npMXyTfda04eGYpE3mNGJyax89H3G2SmpO7h7DM4a6TKz8ZygtHZFPcZUkVi4UCpnha+2zi3AynJekXSemd926deZZOQE2KysL4+PjSbPF2bJpC6PjP0w7cHMkhhWMWwO4xZpSwWSPx4OlS5fiwoUL5gh0pofdBi00WqhsSEiunTlzBpWVlejp6cG8efPQ2dmJhQsXOtAX80C3v66Px+NBb2+vWfzb19eHxsZG9Pb2oqCgAOfPn4ff78cdd9yBq1evYt68eVi+fHlSOUyjRopMx7Vr19DV1YWCggJcvnwZfX19WL58uUEVMqHV5roxH3lEi+sTi8UwOjqKkydPIj8/H7m5uViyZAmam5uNG8cIT6MiljX5z7QwL71eLz755BOkp6ejuLgYFRUV6OnpQXV1tcMoAzf7okaZtlia1F/yOHfuHAoKClBQUICpqSm0tbVh9erVVuOt2yWRmAnfyNIarqeWL9YDzIPZpFkjqUgk4nwxBWy2JZ7kp3dBGB4exk9+8hO0tbVZ3QYuk+eJcPm647H1BmCGXQEgGAw6pkjwCAZbUjfLzmX7fD5kZWUhGAyipKTE7DxpSzbUxEhQEpcrgnf9+nUUFxcjHA4nBfLZKLC7rZGfVraMRuPxOG7cuIGqqir09vYiFAolnc7M+WllyHzhesl2NVevXjV7RE1OTqK5uRn33nsvcnJyMDAwgCVLlmBkZMRqYVNZaVaeNTU1yM7ORmFhIcrKyrBy5Uqzrcn4+HjKvPlbu10sU+np6YhGo8jKysLk5CS8Xi9CoRAmJycdcqv5YPvv5iIx+t24cSNu3LiB9PR0E06woVbtUbASSyW/N27cwIkTJ9De3o7z589jyZIluHTpkkPZ2hSK0ChTU2yJY222fGYbOJ+1kpKJXpK5mx9qs9yA0+rxKaaJRALXrl0z29/ye7ZAnyR2WXQSRRYKhQwEP3z4sLGSBw8exNtvv50U09J1kcCgFgZbPWUXTs0XrYi0QuVn9LwZVtirV69GY2MjmpqaHOcGsmugBYItrW2onJVWeno6mpqacPHiRVRXV6Oqqsps3sZtx+3J9eE25rrL3k1TU1NIS0vD2NgYBgcHkZ6ebrYe8fl8yM3NTVLiOi9RINw+3AbhcBiTk5Ooq6uD3+83MhsKhRAIBByBYD0HjAceGOlo1D45OYn169eju7sbXu/MIvqhoaGUbcuKQ37bBgb4vzYses4V088GlnnFbazrI8/U1NRgy5YtGB0dRSAQwPT0tNnvX6MnW/1kHqDboJemR75nezAoMAclJQXw5EKpuA7IyXXpbAyb5bo0QigUwvHjx7Fv3z6cPn3aHAgKOBfNMlTWFoItPSu/iYkJ/PrXv0YsFsPw8DA+/fRTeDwzQ8Vykos8a0NvPBrBIy3yzTEI2RZE80veZwFlHslzMilQ5n/x0LLwPT8/Hx7PzOZr8r5WSJzY/9cKheMUwMyJIY2Njaivr8eyZcvg8/lQW1vrmP0ueekOx8qCZ7zLCFNBQQEWLlyI6upq3LhxAzk5OVi+fDnOnDmDaDRqlElOTo6j7sw3qSvf0zz48ssv0d/fj5aWFhQWFiItLc0cNiv11QMwrMhlFjqHFridgJldKa5evYrly5fjjjvuQFtbG+rr680JMUK/0CU72oqSkd9SL0Z3zF8AKCsrAzCzre/nn3/u2JHThpxEhhhd2gwsxxF5+U44HEZPT49RUjbZZZ4In/R2zLovaRdY8tMegVua07l7TCALu82CynNuw4wy+/njjz9GbW0tNmzYgGAwiN///vfYsWMH6uvrk+aJSHkybMpoywY5ZevV0dFRbN++HdeuXcPw8DAWLFiAO+64I8n62epgs3hSr9dffx3T09P4+te/joyMDEe9JycnzZmC3OA2SA84Z4AzDVxXLQCixG1HfmmoLddtcTZBUolEAnl5efB6vWarY+kUEnvQvOAklp+RWjweR1ZWFioqKpCeno6NGzcaejdt2uTg77JlyxwKUGiT9tXKlg2Xx+PBihUrsGbNGkeeeXl5Zo9zzSdJPPrHSpjlQMrw+/1mkzmv14s777zToTB4GQzPcGd6hU9snPQuFbFYDA0NDZiamsKaNWvg8XiMEmXZtyVBN7bEisrn82HdunXw+/1oaGhAVVUVRkZGUF1d7ZgYyv1QK5xIJOKY16g9AG2Uhb/6YI9UaU7LYvRIjhDFxDHqkGc1yvJ6Z9azHTt2DAMDA3jqqafg9XpRUFCAhx9+GC+++CK2bduGdevWWYVFdzYuR55rbW1FfX099uzZg3g8jlAohJqaGhw/fhyFhYU4dOgQBgYGsHLlSjQ2Nhp6mcm8wFV3bp/Ph/379+Pll19GV1cXqqqq0N/fj0AggNbWVrS2tqK6uhpf+9rXHNMVmE5uQB5NlPJ6enrMpEJxNWR6wODgIHw+H7Zt22Z2vGTauT2kbOG9RhI2N0ASKxw9ydT2jtSP0fOiRYsAOCG+bSBEBFjKYlTM3/JbI15RDFoeOViu6Zf/jNpZzthA8HVg5sCM8+fP48EHH0ROTo5jiQq719wOemSXjxznEVsbj/l9rr/mPQCDyqUOvEiYg9cyWCUj3nyIhOSnPQwuXxQso11ONmMGIOnA0VRp1u5eLBYzo1isHIQwPbLAFsSWTp48iQsXLmDXrl1obW3F22+/jf/6r/9Ca2srHn/8cXzwwQf47W9/i9HRUQcqkLw1FGcYOTExgQMHDuDjjz/G2bNn0dbWhpGREcTjcaxfvx4rVqzA+vXrEQ6H8dJLL+HChQtJ+QA3g/2MctiS5+fn4/nnn0dDQwOCwSDOnz+PRCKBbdu2me1j+B3On4P1GkJLgLalpQWvv/66OXTy448/RlpaGjZu3Ii7774bFy5cwLvvvmssHQ8WuPFd80wjKhYq6UQy2MHuhdSLkSDnr+fOATBHigFAf38/WltbHWvU9MiblCHf0vH5Gicb4vR6vfj888/R2trqQDRult4NUct9GaL3er2oq6vDyZMnzc6V09PTePPNNxEMBh0KxGaYtLvMyo0NjfCWl2HZ3HcbrVwnW33lfiAQwGuvvYYTJ044EA4rbj6IRcoSxCeje9rYsRFi9A84Tyq6VZo1ktIjcswIVkZa0zMhAquPHTuGwcFBPPXUU+jr60M4HEZdXR3Wr1+PkpISZGVl4cknn8Srr76Kf//3f0dDQwM2b96MmpqapI2yhFlsmc+ePYvc3Fzs3bvX7Ac9OTmJtrY2dHZ24v7770d+fj6qq6uxZcsWlJWVJSlB+ZYYCHc6YEYgT5w4gaqqKpSXl6OkpAQPP/ww4vG42Yf60UcfdbVEuqOxMEmd1qxZg0uXLhnX9MiRIwBmllyEQiF4PB7s27fPwQu3dpGyeNqEBEoF4cjRVaFQCNFoFKFQyCzojUQiqKqqwt69e5Gdne1QTjKpkPnDVlva/dy5c2hpacGVK1cQi8WwZMkS1NXVWeVNIxueQc110ojrV7/6ldmFU+jp6OjAxYsX8fd///cON5u/uc05VsLGz+fz4cCBA6ivr8fatWvh9/uRl5eHkpISQ/OFCxcwf/58rFu3LqkNWJ70AAu7TPF4HOFwGHl5eY46My90uEAjME7sLrOylHeysrJQXl6OV155BaFQCJs3b3a4hXp5Fysi2QGEabDx0a19Z5NmraQSiUTSFrP6vkY8GrZHo1GcO3cOVVVV2Lp1K2KxmNksf2RkBFevXsXRo0cxPj6OJUuW4Hvf+54RTpk+wFuGAPY4T2ZmJnbt2gWv14uxsTGcOXMGdXV1uOOOO3DmzBmcP38eu3fvxq5duxyWSfLgPKUewIxwXLhwAVeuXEEgEMDly5exadMm7NmzB7FYDEePHkVDQwOam5vNmXw219ctjqY7T1FREbKzs82puTIlQPapksMN9NC6di94OoII6ejoKD788ENMT08jPz8fBQUFZk/tgoICjIyMoLm5Gffffz8AGFczFAqZ+JvwjuOE8htwLluJxWYWdS9atAhbt25FcXExMjIykmKW2ugIzUy/jvHI89FoFOfPn0dNTQ3uvvtuU/bo6Cg2bNhgAs/CY+7sjDQECdo6fF5eHkZHR5Geno5wOAy/34/JyUkkEgkzzWHJkiXmeQ4Q87Yqtv4jn3A4bE692bdvn1lfp+WRjZoGD7Z4q7SNVg4+nw87d+7EihUrzGqKUChkJiTrOZHynUgkzF5o3A5cJ1s9bc+mSnPaBcF2QCS7exo1ydCkKSwtDevXr0csFsMf//hHdHV1IRKJYHh4GIWFhVi8eDGWLVtmtsuQY3SkAwjjxQ2ROSsaLaxdu9YIeVVVFaqrq3H9+nW89957+PrXv47KykoT5OThU22NOF8Z9amqqoLf70dVVRXeeecd3HHHHabhjx49iomJCZSUlOA73/kOCgoKTGdmq8RKkMtn90meKS8vN6fzDgwM4JFHHkFBQQF+9atfYcOGDUnoSSsrjc6EjvLycjz11FNJMD0ajcLv95sjyfPz85POJpT4ht6pgDs40+D1epGdnW0stIyMdnZ2orOzE5mZmWhqakJGRobjOChb/EYreC732rVrKCgowNatW821kZERXLt2DV/96leT3B755lFURifMw0RiZi3oJ598ggULFqC3txcDAwOYN28eTp06hdzcXPT392PRokVmPhjgVNRMs+4/cl0GGvbu3YtTp07hrbfewv79+61uqTamTLOmn0elRV6l32VkZCASicDr9aK9vR1ffPEFFi5caCZDa54xHVwfUfw6jsdJrqeaX6XTnJAUKwsbsboyrMA4OOnxeLB582Zs2rQJwWAQP//5z1FTU4PVq1cjFAqhqKgoKY7D6EBXmhWMxA2Gh4eNIpLPwMAAjh8/Dq/Xi+7ubkxOTmLJkiW45557HKMtgvw4SC71kdm5cj0/P9/8LiwsxLZt2xzIRWjQdApPJXGMgqH8/PnzcfToUfT29iIQCOC9994zy1jkAFE3wWF4L/dY0Ytr+t5775nz+s6cOYMNGzZg165dyM/PR35+fhLdkhfHwrQbIO0tKCgajWJoaAidnZ1ob29Hf3+/UcLl5eWOQzs5H+ajtA0/w3z99NNP8eCDDxqE5vV6cfr0aaxatQoFBQVoa2vD2bNnzfFTmie6I+pvn8+HxYsX46677sKCBQvwox/9CIsWLTLyMzY25thmyJYXKxdWTpq/4hYePXoUGzZsMJOE+T0br2xGSbebzFF7/fXXMT4+joaGBrPgPzs7Gy0tLWhpaUFVVZUZVGL0Jt9axrRi4vCCHrCQcwpmk+Z0WoxtVIqFSDNO4KLAbIaN0nk//PBD7NixA+vWrUMoFMKbb76JRYsWYcuWLVbory2flKk7YktLC8LhMAoLC1FaWoqSkhIsW7YMhYWFWLFiBRKJhJm4xi6EblytSORaIpFAKBQyqPDOO+9M6jzy3draamZDa2HkRtd1TCQSaGxsRGZmJioqKsz8pUgkgvHxcfh8Ply+fBl5eXlJcTW2gBxw1sKWmZmJQCCAzZs3o6qqCm1tbWZdo7aIqdCa0MwKK5FIoKurC+fOncPY2BguX76M7du3o7KyEtPT03j66aeNctZtbGtXt07v8Xhw5coVTE1NYdWqVWhtbUVHRwc2bNiAzz77zCgUn8+H4uJiM9/M1g48GqjdybKyMjzzzDPweDxobm5GNBrF0qVLce7cOVy6dAl+vx+7du1yGGgtO1qR6PqKHE5NTeHQoUNYv3493njjDXzve98zbWKrv01p6/7K74jCbWtrw5NPPmnyGR8fx7vvvotnn33WeAm6HKZbYpJ8zdZ+Nu9EQji3SnMKnOtOygzXFps1rTzDwcHh4WG88cYbGB0dRTweR39/P/Lz89HY2IhDhw4hLy8PTU1NSShBOrONGfLt9/uxY8cOh6DJ8pV4/OaWrBkZGcjNzU1CafwedyJJicRM3GBgYACvv/46du/ebXY6ZHdHeNDc3IyCggIzCZMFSMrQAnvu3Dmkp6ejtLQUCxYsQGZmJg4ePIh4PI7777/fbNg3PT2NX/7yl1i8eLE5U47rY/vW1q60tBSjo6NIJBIYGRlBQ0ODyUeE1KYw5DfTzSmRmJnRXFNTg2g0ih/+8IfIy8tDXl4eLly4YHigYxM2pAC4b1gXj8fx1ltvoby8HD/+8Y+Rl5eHNWvW4PTp09i+fTtycnLw4Ycf4m//9m8d9bYZJOnAbgoykZjZ+lcUyIcffmhc8g8//BC1tbVmvhfzR+jnvqFlmO99/vnn8Hq9ePzxx/HTn/4U77//Pu6//37Tfm7ulFYWtraSPNLT01FeXo5oNIpwOGwmPMfjcWNIdN/mfMVrYXmXb21MNN+93ptz8W6V5oSkdIDZBlP5vw4+MsMKCwuxZMkSM4mMFx9nZ2fj+vXraGpqcrzL38IIHmUS4ZL4EdMjc0VEkbDA6D155De7FjpY29zcjLGxMdx3331mh0W/34+zZ89i4cKFRkF3d3ejubkZ8+bNQ0VFheuoEtcpGo3ik08+wV133YVEYma0csuWLdiyZQtef/11dHZ2Yv78+ejt7cXy5ctRVFSE9957D6FQyEwgtaFLLkf47fV6kZ+fj5aWFlRXV+P+++83y5OkPbRisyEpvSEdy4241+np6VixYgW+/PJLM0GR3+Gguw3psJFk4/Pee+9h7dq1qKurw4EDB/D888+jp6cHg4OD2LFjh5kkLBOIUyE0fV0rknA4jN/85jdYuHAh7rvvPmRnZyMajeKf//mf8dhjj6GpqcnRR/S31ENP1RFeeTwedHd344MPPsDzzz+PtLQ03Hvvvfj3f/93VFRUYN26dUZ2tbudygvgcuXT09ODgYEBvPHGG/B4PCbWunr1amRnZ1uRk0ZtMvrI7eiG6lgWMzIykrZIdktzOohBks3tYyI5MdP4fnp6Onbu3AngZlBenl+5cmXS+jTOiyvMSkiuyYp0obW3txcnTpxAf38/duzY4agDC46uHydWKolEAlVVVdizZw+WLFliytqzZw8OHjyIw4cPIxwOG2FoaGjAsmXLzLbDzA9bXYLBIMLhsAnCHj9+HD09PaiqqsIzzzwDYGYawoULFxCNRrFkyRJHENzWNhqxCJ9koCE9Pd3sFiD1DYfDSfloZSW842UsrISBmWD8wYMHsW/fPmRlZSEQCKC8vDzJhfB4Zmbqy4CJpl/y42VV586dQ05ODnbu3GniQVLXHTt2mMmGmZmZSSPBuvOJHLrJcCAQwLvvvovdu3ejq6sL//AP/4Af/OAHuHTpEhKJhEHvtqQNBrcRy2EwGMSrr76KBx98EJWVlYhGo2hsbMTSpUvx2muvITs7G0uXLnW4YW7n19nqymiqp6cH+/fvR21trYn3aYXCI6CcLytw21QDrdw1XdpAp0pzHt3TQqoVCF/Tw+1aybg1FgDj52plws+wK8Zogd1Mga4SnG1sbEwqk7+ZDq4HJ6/Xi+rqalRXVzuse0FBAZ544glMT0+bPYd49wWO60niDi3lFBYW4hvf+AYKCwuRSMxMDv3DH/6AmpoaLF26FLm5uZienkZBQQFef/11PProo1ixYoXDtdZ14iUa3CYyaiYCKbyU8wCZj9rNsCEN+S18SU9Px4EDB1BSUoJ169bB6/VicnLStK92s9977z3s378/ySgwyuJUX1+P5cuXIxaLIRwOG+suAwGygDmRcC4x0jIlnV3oZ9Qt8t/V1YV9+/YhJycHCxcuhM/nw7Fjx3D8+HH89V//tXWPKP7PgzM6Bur1zuwb9dJLL2HLli1Yu3atqW88HsfDDz+Mf/3Xf8WLL76Ir33tawZRSdKnAekZ71ouxsbGMDo6innz5pl5ciIX8q7P5zNIScfCuG5cF65rKl0h4ZfZpDntJ6UVkk1D830WLC3Q2g1kK6xhskYG8pzeW5vfkxEM6fgSiNe06g6tUaI0nD4c0mbpOX8+VTmVC8N1Yr7xli8FBQV47LHHcOHCBbz//vsIBoNmI/3i4mIMDg5aF86KsMhHW3keeREaIpGIGaVi2uTbtuibeanLOXDgAMLhMB5//HFzLzc3Fx0dHVi0aJGDZ0NDQ2hubsZ9993n2E9b80zQUSwWcyAk2cCN18/Jc3qJk5Y1ntHNAynMK0b3Pp8P8+fPx29/+1t84xvfwLx585JittJRua/I+5KnyEZnZycOHTqEvXv3orGx0XHQCACUlpbisccew29+8xu88sorZrVGdXV1kqst/YmPWWM3Ny0tDSdOnMDSpUuRnZ2NcDhs4rQ8cVlcQC1b7KradIBNLjR9tvlabmlOBzEANy2MVhy2Ar1eb9IBj7yqXojmdWsajckzLDwypV6fYqIZwrsz2JSotnbckFrzc0fWyErqquM+ugF1vRjxMY025JmdnY1NmzZhy5YtjqFbiUFpy88o0ObaaFdAeJueno5Tp07h1KlTyMzMdGzUz2iLabbxdnp6Gp988gnKy8tx//33O2aFL1u2DP/n//wfhEIhlJaWwuOZmXB55swZRCIRs1+TXiIiI8SSD+/I4fV60d/fj+LiYscBme3t7Thy5IhjY0JbCEEPdtiS3AuHw/joo4/Q3NyMp59+2oGohVc6HsuKi+XF6/Wir68PY2Nj+Na3vmUQJiNreX/dunXIysrCpUuXEAgEcPjwYWzZsgW1tbUmT5YxNii8Od3g4CCOHz+O7373u4Zm22aAun8LzVoZA8mbYGq+2Xjr5hrr9CcfDirEsHLRnaGoqAjNzc1ob29PGjERiClEs0DyZvbSeYCZDikzzv1+v7H6ZWVlxm2R5xmiagWqmcNQnH/zuzalxvf1t046HiLPilBrpaaVCr8nsSMWGHk2FcrRyMCmXNLS0nDfffdhYmICFRUVyMrKcig2RgSJRMKsxdPlpqWlYceOHWb7FXbLS0tL8dxzz+HixYu4fv06JiYm4Pf7sWnTJtxxxx0oLi5OWqcHJB8aIItyhRcNDQ1mJ1GhZ8mSJTh8+DBqa2sdaEHzhDuqRqLCr0gkgi+++AKnTp3C4sWL8f3vf9+cDORmkNgICJ1slAGgvLwcVVVVpmzdbiw/y5cvx4oVKxyxP8lT2oFH0LQBDofDeP311/HNb34TpaWljrmP0m5apvhbx6sErTHtLNc6Dip14TxvleY0user2Dm+YkNUHo/HxG00KmF4ysyUfEVhMTwW9CBxBlmKkJmZiUuXLjlWfXPnY8jLByOKVZGTZnkhrSg4PuTSxlRW1hoNyfM6lqMRopTFHTIV8tGWUq5JWTZEoC0zuzOaX4JQvva1rznqqpWevK/jbILoZEUAuwqcqqurMX/+/CQLzDKmUW08HjftxjQJf6qrqx18lw4ogwo6CMydSMfAuK1lz7OhoSHU1NTgmWeeQW5uruvoteapPMfeiA3p2gySlgUeYZdrunyuj1zz+XwIh8P4/PPP8cADDxj0x3XV7ck06NgwADNL3dYvNBLke1Lun30/Kc0gm3ujrQejI23JhSFMvCRmiLgOev2SzssmHAxPZaRKDlGMRCIIhULmpFlZXMtpenoak5OTGB4edhxPLkk6jCjCjIwMo/AY2cl9VmQaGuuTdaSTaUss9dXWmjueGwrUMSjdIfQ1NwXDCJqvaUupaWMZ4NgH10dCBLoNRUmxUtMKTmjWHYfnwtmG7cVYSPnyPue9YcMGk4/X6zWb9dl4w/Vlw8mGWJRTPH7zJBatdHXb2P4LrbyaQ8rQ+WRlZeHuu+9OkhEJO0h78IEnNiMmKRab2QGB85L8WPlp2RXdYJMtW5q1kpKRHrY4bi6M7kRyXV/TcFSYqxPHbmyIgsvXMRhhdnZ2tlXrawTE6INplronEgkTExOXQ7bBTSRmZqFLZ5BtaePxm8tzdEwlFAqho6PD7EckvJBTPoAZZSgfmSogClDQn1YE3BGAm7PH+RlGX24W2Y1PWjBt1lTHjJgmm7up21J+c4e27e9k27+djZq0AQey2ZLb8uNdHXjumVzn7bQ5MX+kHW2ehlu8VP5zm2ikwzRzn+JyBHXqcjVaZ7kAnLsxSP3d2kXAA7e/Rn76uvQNOaZrNmnWSur69etmOYEtQCtEacbdqiFtkE/nLcrFbZTMrTybQtMWhO+7CQELZyKRcMwcZ6ug43Ocj1YIPK9Id3JBEjINQKY0jI+Pm1E9sdBiPLi+orTEle3r60Nra6tRfBIQl84oHZpdT/64DRbY2tHGa43k2NqywtRoUyemgxUz32PFI7xNS0szhoURh+7U8j7HQVmu3JQKJz30z7zSBtqGmNh46Hd1G+j6a77ziUjaKDCPhB4th7pNmB/AjJyKstZ538qosRG+VZq1kopEIuZUD25knt3NDaN/cyOxIpBka1ROsmcRb7zHSSMIYYh8p1Kq+llNgxud2soDN5GbbaSP82GeyTsa4cj8Kr7HAstxISmHobwoOZkUKOhuYmLCKDvZzEzWMAJIsq68Nsvv9yMzM9MgU7/fD5/Ph4mJCQQCAdPJJQ9WGswHnpPESkrQpihy5o1uB23gGLnpTyQSMcqd3WiNqiYmJhAMBo1y04iLk01paMUnbjwPBAQCAXg8MxNXtSxwe7Jbqzu97k9sHGOxGILBoBkplWvikbAHwPLJ03m4zYW3rPw8nplzLRmtMR/km+XVhihnk+Y0T0oaj5lqc8+kUto62NwCuc8WxpanXPP7/UknTbi5Jm5lCO02hSr/9W+taDQic0MQnLQl5tiHbkS23LZ6aNQn3xzfYFdDGwpb3tqlZrQnEF1OPWZ0F4vFkJeXh5aWFkOX0KbnyXHdAWe78uibLjcWiyEQCGBgYMBs6SLWWDbq4/z4pF9WgkwLK1Ph09TUFDo6OhzImF19rTDdDJ2tnizbXu/MlAm9LxqPlvIgkvDDhohYduSbd4FgRQ84twJnBMUoUOJunKcOqsdiMbMTh5ZDLaucDxui2aRZKyl9AGAqdMABSre9ZbgCXDnuKBz/sikOThoh8XW5p0c8bpUnv6OTTaloxSff3EG1ADMfuRxZuDnX4VptDLShEL66KVKN1nRQVys9fkeuS+fnugkicUNrXL7Ij8iQKAm5xu0oSE5oFUWt6eVOrtue25Drpo2r8E4rHtt7bvzRyo7z1khay62UYVNWrASZ38wrXWehRZ+Qo11NLUecH8uaja+sNPk9HatLleZ0WgxrP7ZGqXxLN4inYxKSeN2d1sCSNCN0Hrp8N0Zz0oJgQ2e6oVPloZOmQVtarVhkxrXuJEyL/tbX5FnNJzeFruuuaRV3SRCKDfFyJ7NZfaZVT6GQJG4JYN87XeJpHNfQHdbWgfQ9Gy91Xvo9reRZ6eh3tVLT76biveTN3/oZN6WjZcANBbIxEr7zezyaL8/ZFL2mSfNXx7t0G9wqzXmelC5cEymV1cOtNoJsyoKHiOV9eVbKSpWPzerPhhk2xnP+8s0WlZ9zYzo3zGwDhboebrRy/rd6R57T8Tp+z6bQtOXUozk6aWXBZboZAt1mWrA1XTaUovmRyphoerUBsvFC56fv83OaFpuhZjrdDCm3me5PgHPrF5lCwHLMq0N0vm7Kjp+T/HhtX6oRSXnP1kac9JKfW6VZ9xpGUqyV3RQQ4BRO/eFDDOUZ2wJSG0yd7f9bPcedgBGA7bo8r4OUWpjcUB83iEY+8pwNeXA+WlnKb10X5huXbxvBYZo0X2Zr7Wx84v+2CYgsC7ZOIvzQguzWLrqz24yVrQxdtk1J8Ds2Hmv6uPxUnVWuadngvOXDsuGmXER2+Tf3KY1mUhkabnvtPmvjpQGKW2LlKTTMJs1pMqcIFzMuVXIjgvfIto2C2d61KZxbdaDZWhBdrg2R2J7V1/nbjWamzYZqbGXwNU27jRa32NtsUZdWvm6Ix1ZHN2UH3Azm6qkGto6pBZ+FW/KOx53zpvS0AVtdmSc2hKN5oHnLyWZ49PN8TQ8KaT7bnmelw8n2jjzn5uHoZ1OVzfRyX3UzBJznrYCFjDjOxgACf8IuCAzhbcKvkYNm7vj4OE6cOAGfz4fGxkZcuXIFoVDIrLuylStlaDQxG5p1crO+utNoIbfR4NZA/J6NBhYQmwKQ/3rqgbwr19zmsKSa22LjjZvCSVWXVC58qsTuOyMEraAkfxu6lnwEffNUBC0fqTqDjY8aAaUavNEd0taGbsZRt79Wzpo2VkA22dV9wxbztQEAjeT4us3Ap5IRzRdbvYCbcec/u5ISYt2IsRFuI8Lv92Pbtm3o7u42J/FWV1ejsLBwVnnqb5tQ2uieLZqwWVktADaLb7PUbmW48comxKnedbOSs1UeNoHi+sk77CbOJa6my9fWm+vIUwWAm3ELeUe74UKXPMcuia0j2zpTqvZzo13noZ/jPJhXNgPr9r7tHU237R3mL7vRbm0n79qAB/OOJwtrRKWVrOaZTX4ltp1KtjnNWuJkqFdXQBOor/GwcyIxM0Guq6sLPT09WLp0qdng68SJE7MlJSlpC2ez0HxPN55NQWgob+tcWuHZGsatIWyK0MZHtwmDNkF1o0/Tyu/Z6NWdSKNmN2uq+aF5I52H45GMiHQcRdrR6/UmLQSXeVAyW17HXjTtXE83N9uNz7pN3Oqs+WLbbcEtpcqHeeEm3xpN2srTI4vMf2kXPZrKsuAWNLf1BxsKExr4lOTZpDmN7rkRqIVA32PCg8Egjhw5gurqaly5cgXd3d3Iz883Z9LbkpvFYUvg1rA2C36rMmwWRw/PaktiU2q3UlY6P12GRgZuDetmWfm/Vs6peGJDdza+cMwiVWKlr62znoLB8TSmn+cB6Q6p3eJUgzmpEBM/4/E4Dw5xQz/6nltHTVWmTeHp/DUdbonpm01sUtMkbpgeGBNDYkPSNgPmhj45zRaVz8ndy8nJsW40xwTpESTdufLz8/HEE0+YZxsbGxEIBMxZdjo/VoL6t6ZDfmsG2Tquft+tc7gpG92hNHROpbQ1Ck2FTgDnvCH9jKYzlSLVeet7GoEIqmFEwLxyy5fz499aPvTQOrt8vMTFxidWajwKaDMQXLfZBJY12mC63Tq8NhQ2GbU964ZibXmmejfV3CObvNvqYnuPn5e2sHlUUj6vY5U8mN+2JT63SrNWUnL8DXATQmsBAlIPbQrBeqMwOWCTJ50xU3gSmSQ3az+b37YGvRXK4P82VCL52srj/1rxukFnpknnoTubm6CxMtI02Oh3q4+tU+rnbLS4KUA3Hsmobzwed6xwuJVxsg0wcJk6H1vZkp9+nhWpTS7c5gHaFD7nwW2vDaQbf9x4cKtOn6o/aqWnXWE+ICWRSBhXjd3NVIZSl8/luR0godOslZSc/caxAz3PRVdI7gM3BZ5hvlSK95ZhiMkr0nlLEm7QVA1jQ1S2923CrfNK1UmnpqbMdiHcsVMpD00fN67u8MITPbFVdxjJ25a/jT+232w1b9VpZqOUNfKyGTYbKmEUo3khz9jmF2le8Lvy2w3p6GdtMqb5k0qOZkOLNnhspDVP5L8g61shERuP3ZCY0GELKQidEjTnrW94pwVbG3Ed+Dd7ZLdKs34yMzMT0WgUV69eNddk90od7WfiBDVJJ+NZ6wLxZRiZl8MIw6RRhEmSpyxGFQUm3yK88qwEVr1er3lH3mNm2mjXnYXp0oLE9bLlzeXqvCVpt4p5INdtkx+Zn/qa7pDaLdL118+nUng2pa/rZKPDxmMuSwyXdAq93xW/J3IjxiwVsnBDFPrZVPTfqpNrGvVvztOGwDSSsRkZN+MkyW3ahKbFRhP3N/m2beUsz2pUZStLrouC0wDmVmnO5+7Jbny8EJjnRMkIjBApZ83x89IZMzIyHMwWJcIHDjJTxR0Ih8NJnVUajn1imc4vNDDThTYZJRKaWenJGjHgpuXWm5VxI2ihc+u4GlXIM/yO7nB8z/Y858v39b1b5acVUioFrpWK2yRNXYatTE0P4NxBQZfLcqSVnQ4N2Oqj6XDji41eri/zQb+vlYRNyacqw0ZbKp668VGusWxp2XPjjXZ39fPagAPOhddMnygp8bgYNKRKc1ZSHo/H7EXDm6QBM8hKkJMoDOmMDPME4QDOBaRSWXb39Haxolz0PBC94lueE5rT09MdIxTyW+oTDocdipQVsFhz+c33GDVJ/Xg1vig23jaElWKqkSrbfBQ9oqZRlFYmUn+9Jcmt2lgSl6WH1JlOPRs51UikFmrdmTUy4pnlLB/MC2k7Drjresi3bT6QDXVwYmUsba87oMieRn+pEKTbN5dr45GbYmU6hJZbKT79npYprYyYj3qTv1speOkPbpN0bWlOSsrWCBzcFgXFeyTzkVZ6B0vbyA27hswQOT+NBUpcAlEGMhKVmZnp2H5CyuUtS4VRTL/QohUP0yEKj5Ww7K+kOxpvQcudVq7LuYCyml94InOCRLloYZQ903ljOYkPCP2yqRwrR6lLKoFyixnp9mF+6Pk3ujNwmXpkiJNuW1sb6OvcOW2Ii39zGzBqsNEiz9uUmZ7lLm2s+eimlDTdXL5WfJqnbvTpZDNW3Lbc/3gkl+njkViOQ4uC0fTJx+v1mkNZtXHUZc4mzWmrFkYwUlE+IVZ2e5QkHUfPiWFiJW/bNsKiDNPT0816H7kugixMY9dMrKx2P7SbppWR0MhbkUQiEaMEJUAuDSc0c+NyHXlPJd7onxtKypENxmT3UVbo4XDY3JN39Xa4LChCIystcWu5XEHD4vYKz+Q+843Ri63TaIVkUyTMK90JNAoT5S9CLvLHcsIomzutfPPsaNtzbvFBMXgsK1JHzsNWP62guU62+nK5NuQn93UskUfAGWHq/mkzHhoAaASn+5mtnhpIcH6MWrnfyXOzCfpzmtPaPWk4PsCQGSAxINscF0ZQOhDH7hxXTBBGQUEBhoeHk/YFF0GUd6UzyX1uXFF4uk5acUiS7XTZIotgCAKSOvMiV6FRFIWUb4O4Qq/QzmuaWKC1cmWBFzoEOenlJMDNGJ/kwzG/YDCIUChk0IFc59EXvQc6H/slz/IJOVJfVvis7OQ5tqQ29MqIXNpdK3uNTKRsMZipEAvTwJ3eDe1p5cIKz6a43JAiP6OfY0SiN4rT7+j6CZrXyo+9E/kPwOx6qhGuViqMoPhw38zMTKvR4n4jciE0yU6u2uCkSnNSUlxB1pgc++Fvm9aX+8IY1qrsmsg7+fn5SEtLQ35+PkZGRswzfACBdHTeRVJObOUGkXPgRIlwQ0hDskIQSy51FUQiikSUFXckttCSN9eZlSl3PnlHkCf7/AAcJ3MIr+Q5USK6s7A7KzFAcSdFicRiMeTn5yMcDmN8fNwENeXe1NSU4aPkxe0k82bY/Zc2YPpZqTF/RFhFHkSwRSmmpaUhNzcXxcXFyMjIMDuWyj0exBH6xLhpZKEHPRhpCW2C2KX9GdUBcIQMhCeMKPjQ20gk4lBmHOiXd9hwyQCTtKkct8YyLb9lG22RJ95bittKypP6svzx8hRGnNqwaFdN+FdaWuoYnWfeiOFiWeBnuW/cKnkSs33ydrqdbqfb6f+H9Kctab+dbqfb6Xb6/yjdVlK30+10O/1Fp9tK6na6nW6nv+h0W0ndTrfT7fQXnW4rqdvpdrqd/qLTbSV1O91Ot9NfdLqtpG6n2+l2+otOt5XU7XQ73U5/0em2krqdbqfb6S86/V/3KoSr1+SgBgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 将图片转换为灰度图\n",
    "gray_image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n",
    "plt.title('灰度图')\n",
    "plt.imshow(gray_image, cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "_, binary_image = cv2.threshold(gray_image, 130, 255, cv2.THRESH_BINARY_INV)\n",
    "plt.imshow(binary_image, cmap='gray')\n",
    "plt.title('全局阈值处理 >>二值化图')\n",
    "plt.axis('off')  # 去除坐标轴\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 定义腐蚀核\n",
    "kernel = np.ones((3, 3), np.uint8)\n",
    "\n",
    "# 进行腐蚀操作\n",
    "eroded_image = cv2.erode(binary_image, kernel, iterations=3)\n",
    "\n",
    "# 显示原始二值图像和腐蚀后的图像\n",
    "plt.subplot(1, 2, 1), plt.imshow(binary_image, cmap='gray')\n",
    "plt.title('全局阈值处理 >>二值化图'), plt.xticks([]), plt.yticks([])\n",
    "plt.subplot(1, 2, 2), plt.imshow(eroded_image, cmap='gray')\n",
    "plt.title('腐蚀图'), plt.xticks([]), plt.yticks([])\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#膨胀\n",
    "dilated_image = cv2.dilate(eroded_image, kernel, iterations=2)\n",
    "#中值滤波去除小白点\n",
    "median_filtered_image = cv2.medianBlur(dilated_image, 13)  \n",
    "plt.title('应用膨胀操作 >>中值滤波去除小白点')\n",
    "plt.imshow(median_filtered_image, cmap='gray')\n",
    "plt.axis('off')\n",
    "plt.show()\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#闭运算填充闭合区域\n",
    "kerne2 = np.ones((7, 7), np.uint8)\n",
    "closed_image = cv2.morphologyEx(median_filtered_image, cv2.MORPH_CROSS, kerne2, iterations=10)\n",
    "plt.imshow(closed_image, cmap='gray')\n",
    "plt.title('闭运算>>填充闭合区域')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#边缘检测\n",
    "edges = cv2.Canny(closed_image, 50, 200)\n",
    "img_blur = cv2.GaussianBlur(closed_image, (3, 3), 0)  # 高斯滤波\n",
    "edges_with_blur = cv2.Canny(img_blur, 50, 200)\n",
    "plt.imshow(edges_with_blur, cmap='gray')\n",
    "plt.title('Canney边缘检测')\n",
    "plt.axis('off')  # 去除坐标轴\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 提取轮廓\n",
    "contours, _ = cv2.findContours(edges_with_blur, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)\n",
    "\n",
    "# 计算所有轮廓矩形的平均大小\n",
    "average_width = 0\n",
    "average_height = 0\n",
    "total_contours = len(contours)\n",
    "\n",
    "for contour in contours:\n",
    "    x, y, w, h = cv2.boundingRect(contour)\n",
    "    average_width += w\n",
    "    average_height += h\n",
    "\n",
    "average_width /= total_contours\n",
    "average_height /= total_contours\n",
    "\n",
    "# 创建字符图像保存目录\n",
    "chars_dir = 'chars'\n",
    "if not os.path.exists(chars_dir):\n",
    "    os.makedirs(chars_dir)\n",
    "\n",
    "count = 1\n",
    "for contour in contours:\n",
    "    # 计算轮廓周长\n",
    "    perimeter = cv2.arcLength(contour, True)\n",
    "    \n",
    "    # 获取轮廓的边界矩形\n",
    "    x, y, w, h = cv2.boundingRect(contour)\n",
    "\n",
    "    # 计算长宽比\n",
    "    aspect_ratio = w / h if h != 0 else 0\n",
    "\n",
    "    # 如果长宽比接近1:1且周长大于600，则认为可能是汉字\n",
    "    if abs(aspect_ratio - 1) < 0.3 and perimeter > 600:\n",
    "        # 检查矩形大小是否不超过1.5倍的平均值\n",
    "        if w <= 1.5 * average_width and h <= 1.5 * average_height:\n",
    "            # 在原图上画出矩形\n",
    "            cv2.rectangle(image, (x, y), (x + w, y + h), (0, 255, 0), 5)\n",
    "\n",
    "            # 提取并保存字符图像\n",
    "            char_img = image[y:y + h, x:x + w]\n",
    "            char_filename = os.path.join(chars_dir, f'{count}.png')\n",
    "            cv2.imwrite(char_filename, char_img)\n",
    "            count += 1\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('识别结果')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
